diapo v2

[these_gilles.git] / THESE / these.log

diff --git a/THESE/these.log b/THESE/these.log
index 29ef7a484307fd9231e9337e7a0c761419c59591..96fab0740abd5448ffc64904981385c6bfdae82e 100644 (file)
--- a/THESE/these.log
+++ b/THESE/these.log
@@ -1,4 +1,4 @@
-This is pdfTeX, Version 3.1415926-1.40.10 (TeX Live 2009/Debian) (format=pdflatex 2012.12.6)  19 DEC 2013 15:18
+This is pdfTeX, Version 3.1415926-1.40.10 (TeX Live 2009/Debian) (format=pdflatex 2012.12.6)  7 APR 2014 13:51
 entering extended mode
  %&-line parsing enabled.
 **these.tex
@@ -9,11 +9,11 @@ yphenation, french, basque, loaded.
 
 (/usr/share/texmf/tex/latex/upmethodology-extensions/phd_thesis/spimufcphdthesi
 s/spimufcphdthesis.cls
-Document Class: spimufcphdthesis 2012/12/06
+Document Class: spimufcphdthesis 2013/10/07
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-document.cls
-Document Class: upmethodology-document 2013/05/17
+Document Class: upmethodology-document 2013/10/09
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-p-common.sty
-Package: upmethodology-p-common 2013/05/17
+Package: upmethodology-p-common 2013/10/14
 
 (/usr/share/texmf-texlive/tex/latex/base/ifthen.sty
 Package: ifthen 2001/05/26 v1.1c Standard LaTeX ifthen package (DPC)
@@ -42,7 +42,12 @@ Package xcolor Info: Model `tHsb' substituted by `hsb' on input line 1357.
 Package xcolor Info: Model `HSB' substituted by `hsb' on input line 1358.
 Package xcolor Info: Model `Gray' substituted by `gray' on input line 1359.
 Package xcolor Info: Model `wave' substituted by `hsb' on input line 1360.
-))
+)
+(/usr/share/texmf-texlive/tex/generic/oberdiek/ifpdf.sty
+Package: ifpdf 2009/04/10 v2.0 Provides the ifpdf switch (HO)
+Package ifpdf Info: pdfTeX in pdf mode detected.
+)
+(/usr/share/texmf/tex/latex/upmethodology/UPMVERSION.def))
 *********** UPMETHODOLOGY BOOK CLASS (WITH PART AND CHAPTER)
 (/usr/share/texmf-texlive/tex/latex/base/book.cls
 Document Class: book 2007/10/19 v1.4h Standard LaTeX document class
@@ -68,19 +73,8 @@ Package: a4wide 1994/08/30
 (/usr/share/texmf-texlive/tex/latex/ntgclass/a4.sty
 Package: a4 2004/04/15 v1.2g A4 based page layout
 ))
-(/usr/share/texmf-texlive/tex/latex/fancyhdr/fancyhdr.sty
-\fancy@headwidth=\skip43
-\f@ncyO@elh=\skip44
-\f@ncyO@erh=\skip45
-\f@ncyO@olh=\skip46
-\f@ncyO@orh=\skip47
-\f@ncyO@elf=\skip48
-\f@ncyO@erf=\skip49
-\f@ncyO@olf=\skip50
-\f@ncyO@orf=\skip51
-)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-document.sty
-Package: upmethodology-document 2009/11/03
+Package: upmethodology-document 2013/09/29
 
 **** upmethodology-document is using French language ****
 (/usr/share/texmf-texlive/tex/generic/babel/babel.sty
@@ -106,7 +100,10 @@ Package babel Info: Making ? an active character on input line 123.
 *************************************
 * Local config file frenchb.cfg used
 *
-(/usr/share/texmf-texlive/tex/generic/babel/frenchb.cfg)))
+(/usr/share/texmf-texlive/tex/generic/babel/frenchb.cfg))
+(/usr/share/texmf-texlive/tex/generic/babel/frenchb.ldf
+Language: frenchb 2009/03/16 v2.3d French support from the babel system
+))
 (/usr/share/texmf-texlive/tex/latex/carlisle/scalefnt.sty)
 (/usr/share/texmf-texlive/tex/latex/graphics/keyval.sty
 Package: keyval 1999/03/16 v1.13 key=value parser (DPC)
@@ -120,7 +117,7 @@ Package: vmargin 2004/07/15 V2.5 set document margins (VK)
 \PaperHeight=\dimen107
 ) (/usr/share/texmf/tex/latex/upmethodology/upmethodology-extension.sty
 Package: upmethodology-extension 2012/09/21
-\upmext@tmp@putx=\skip52
+\upmext@tmp@putx=\skip43
 
 *** define extension value frontillustrationsize ****
 *** define extension value watermarksize ****
@@ -128,7 +125,7 @@ Package: upmethodology-extension 2012/09/21
 *** undefine extension value copyrighter ****
 *** undefine extension value printedin ****)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-fmt.sty
-Package: upmethodology-fmt 2013/05/30
+Package: upmethodology-fmt 2013/10/16
 
 **** upmethodology-fmt is using French language ****
 (/usr/share/texmf-texlive/tex/latex/graphics/graphicx.sty
@@ -150,12 +147,12 @@ Package graphics Info: Driver file: pdftex.def on input line 91.
 )
 (/usr/share/texmf-texlive/tex/latex/subfigure/subfigure.sty
 Package: subfigure 2002/03/15 v2.1.5 subfigure package
-\subfigtopskip=\skip53
-\subfigcapskip=\skip54
+\subfigtopskip=\skip44
+\subfigcapskip=\skip45
 \subfigcaptopadj=\dimen110
-\subfigbottomskip=\skip55
+\subfigbottomskip=\skip46
 \subfigcapmargin=\dimen111
-\subfiglabelskip=\skip56
+\subfiglabelskip=\skip47
 \c@subfigure=\count92
 \c@lofdepth=\count93
 \c@subtable=\count94
@@ -165,8 +162,8 @@ Package: subfigure 2002/03/15 v2.1.5 subfigure package
 * Local config file subfigure.cfg used *
 ****************************************
 (/usr/share/texmf-texlive/tex/latex/subfigure/subfigure.cfg)
-\subfig@top=\skip57
-\subfig@bottom=\skip58
+\subfig@top=\skip48
+\subfig@bottom=\skip49
 )
 (/usr/share/texmf-texlive/tex/latex/tools/tabularx.sty
 Package: tabularx 1999/01/07 v2.07 `tabularx' package (DPC)
@@ -176,8 +173,8 @@ Package: array 2008/09/09 v2.4c Tabular extension package (FMi)
 \col@sep=\dimen112
 \extrarowheight=\dimen113
 \NC@list=\toks15
-\extratabsurround=\skip59
-\backup@length=\skip60
+\extratabsurround=\skip50
+\backup@length=\skip51
 )
 \TX@col@width=\dimen114
 \TX@old@table=\dimen115
@@ -201,8 +198,8 @@ Package: multicol 2008/12/05 v1.6h multicolumn formatting (FMi)
 \page@free=\dimen121
 \premulticols=\dimen122
 \postmulticols=\dimen123
-\multicolsep=\skip61
-\multicolbaselineskip=\skip62
+\multicolsep=\skip52
+\multicolbaselineskip=\skip53
 \partial@page=\box27
 \last@line=\box28
 \mult@rightbox=\box29
@@ -237,7 +234,7 @@ Package: multicol 2008/12/05 v1.6h multicolumn formatting (FMi)
 (/usr/share/texmf-texlive/tex/latex/colortbl/colortbl.sty
 Package: colortbl 2001/02/13 v0.1j Color table columns (DPC)
 \everycr=\toks17
-\minrowclearance=\skip63
+\minrowclearance=\skip54
 )
 (/usr/share/texmf-texlive/tex/latex/picinpar/picinpar.sty
 Pictures in Paragraphs. Version 1.2a, July 13, 1993
@@ -283,7 +280,7 @@ Pictures in Paragraphs. Version 1.2a, July 13, 1993
 \fslice=\box64
 ) (/usr/share/texmf-texlive/tex/latex/amsmath/amsmath.sty
 Package: amsmath 2000/07/18 v2.13 AMS math features
-\@mathmargin=\skip64
+\@mathmargin=\skip55
 
 For additional information on amsmath, use the `?' option.
 (/usr/share/texmf-texlive/tex/latex/amsmath/amstext.sty
@@ -333,12 +330,49 @@ LaTeX Font Info:    Redeclaring font encoding OMS on input line 568.
 \totwidth@=\dimen146
 \lineht@=\dimen147
 \@envbody=\toks26
-\multlinegap=\skip65
-\multlinetaggap=\skip66
+\multlinegap=\skip56
+\multlinetaggap=\skip57
 \mathdisplay@stack=\toks27
 LaTeX Info: Redefining \[ on input line 2666.
 LaTeX Info: Redefining \] on input line 2667.
 )
+(/usr/share/texmf-texlive/tex/latex/amscls/amsthm.sty
+Package: amsthm 2004/08/06 v2.20
+\thm@style=\toks28
+\thm@bodyfont=\toks29
+\thm@headfont=\toks30
+\thm@notefont=\toks31
+\thm@headpunct=\toks32
+\thm@preskip=\skip58
+\thm@postskip=\skip59
+\thm@headsep=\skip60
+\dth@everypar=\toks33
+)
+(/usr/share/texmf-texlive/tex/latex/thmtools/thmtools.sty
+Package: thmtools 2008/06/22 v0.1beta6 Tools for theorem typesetting (ulmi)
+
+(/usr/share/texmf-texlive/tex/latex/thmtools/thm-kv.sty
+Package: thm-kv 2008/06/22 v0.1beta6 thm-kv interface (ulmi)
+)
+(/usr/share/texmf-texlive/tex/latex/thmtools/thm-autoref.sty
+Package: thm-autoref 2008/03/09 v0.1beta2 thm-autoref (ulmi)
+
+(/usr/share/texmf-texlive/tex/latex/thmtools/thm-patch.sty
+Package: thm-patch 2008/06/22 v0.1beta6 thm-patch (ulmi)
+
+(/usr/share/texmf-texlive/tex/latex/thmtools/parseargs.sty
+Package: parseargs 2008/05/12 v0.1alpha1 generic argument parser (ulmi)
+\@parsespec=\toks34
+)
+\c@thmt@dummyctr=\count127
+)
+(/usr/share/texmf-texlive/tex/latex/thmtools/aliasctr.sty
+Package: aliasctr 2006/01/22 v0.1 counter aliasing (ulmi)
+
+(/usr/share/texmf-texlive/tex/latex/carlisle/remreset.sty)))
+(/usr/share/texmf-texlive/tex/latex/thmtools/thm-listof.sty
+Package: thm-listof 2008/05/10 v0.1beta3 thm-listof (ulmi)
+))
 (/usr/share/texmf-texlive/tex/latex/psnfss/pifont.sty
 Package: pifont 2005/04/12 PSNFSS-v9.2a Pi font support (SPQR) 
 LaTeX Font Info:    Try loading font information for U+pzd on input line 63.
@@ -357,7 +391,7 @@ Package: setspace 2000/12/01 6.7 Contributed and Supported LaTeX2e package
 Package: `setspace' 6.7 <2000/12/01>
 ) (/usr/share/texmf-texlive/tex/latex/tools/varioref.sty
 Package: varioref 2009/09/13 v1.4w package for extended references (FMi)
-\c@vrcnt=\count127
+\c@vrcnt=\count128
 )
 (/usr/share/texmf-texlive/tex/latex/txfonts/txfonts.sty
 Package: txfonts 2008/01/22 v3.2.1
@@ -434,23 +468,55 @@ LaTeX Font Info:    Overwriting symbol font `largesymbols' in version `bold'
 LaTeX Font Info:    Overwriting symbol font `largesymbolsA' in version `bold'
 (Font)                  U/txexa/m/n --> U/txexa/bx/n on input line 129.
 LaTeX Info: Redefining \not on input line 1043.
+LaTeX Info: Redefining \textsquare on input line 1063.
+LaTeX Info: Redefining \openbox on input line 1064.
 )
 (/usr/share/texmf-texlive/tex/latex/ltxmisc/relsize.sty
 Package: relsize 2003/07/04 ver 3.1
 )
-\c@upm@subfigure@count=\count128
-\c@upm@format@section@sectionlevel=\count129
-\c@upm@fmt@savedcounter=\count130
-\c@@@upm@fmt@inlineenumeration=\count131
+(/usr/share/texmf-texlive/tex/latex/xkeyval/xkeyval.sty
+Package: xkeyval 2008/08/13 v2.6a package option processing (HA)
+
+(/usr/share/texmf-texlive/tex/generic/xkeyval/xkeyval.tex
+\XKV@toks=\toks35
+\XKV@tempa@toks=\toks36
+\XKV@depth=\count129
+File: xkeyval.tex 2008/08/13 v2.6a key=value parser (HA)
+))
+(/usr/share/texmf-texlive/tex/latex/hyphenat/hyphenat.sty
+Package: hyphenat 2009/09/02 v2.3c hyphenation utilities
+\langwohyphens=\language6
+LaTeX Info: Redefining \_ on input line 43.
+)
+(/usr/share/texmf-texlive/tex/latex/bbm-macros/bbm.sty
+Package: bbm 1999/03/15 V 1.2 provides fonts for set symbols - TH
+LaTeX Font Info:    Overwriting math alphabet `\mathbbm' in version `bold'
+(Font)                  U/bbm/m/n --> U/bbm/bx/n on input line 33.
+LaTeX Font Info:    Overwriting math alphabet `\mathbbmss' in version `bold'
+(Font)                  U/bbmss/m/n --> U/bbmss/bx/n on input line 35.
+)
+\c@upm@subfigure@count=\count130
+\c@upm@fmt@mtabular@columnnumber=\count131
+\c@upm@format@section@sectionlevel=\count132
+\c@upm@fmt@savedcounter=\count133
+\c@@@upm@fmt@inlineenumeration=\count134
+\c@@upm@fmt@enumdescription@cnt@=\count135
 \upm@framed@minipage=\box67
 \upm@highlight@box@save=\box68
-)
-(/usr/share/texmf/tex/latex/upmethodology/upmethodology-version.sty
-Package: upmethodology-version 2009/12/30
+\c@upmdefinition=\count136
+
+
+LaTeX Warning: Your version of the thmtools is too old. I recommend you to inst
+all the version 2012/05/04, or later. on input line 1330.
+
+) (/usr/share/texmf/tex/latex/upmethodology/upmethodology-version.sty
+Package: upmethodology-version 2013/08/26
 
 **** upmethodology-version is using French language ****
-\upm@tmp@a=\count132
-))
+\upm@tmp@a=\count137
+)
+\listendskip=\skip61
+)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-frontpage.sty
 Package: upmethodology-frontpage 2009/10/30
 
@@ -460,7 +526,7 @@ Package: upmethodology-frontpage 2009/10/30
 
 *** define extension value frontillustrationsize ****)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-backpage.sty
-Package: upmethodology-backpage 2009/10/30
+Package: upmethodology-backpage 2013/12/14
 
 **** upmethodology-backpage is using French language ****)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-task.sty
@@ -469,7 +535,7 @@ Package: upmethodology-task 2009/10/30
 **** upmethodology-task is using French language ****)
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-code.sty
 Package: upmethodology-code 2009/10/30
-\upm@code@current@lang=\count133
+\upm@code@current@lang=\count138
 )
 (/usr/share/texmf/tex/latex/upmethodology/upmethodology-spec.sty
 Package: upmethodology-spec 2009/10/30
@@ -477,20 +543,20 @@ Package: upmethodology-spec 2009/10/30
 (/usr/share/texmf-texlive/tex/latex/ltxmisc/ulem.sty
 \UL@box=\box69
 \UL@hyphenbox=\box70
-\UL@skip=\skip67
-\UL@hook=\toks28
-\UL@pe=\count134
+\UL@skip=\skip62
+\UL@hook=\toks37
+\UL@pe=\count139
 \UL@pixel=\dimen150
 \ULC@box=\box71
 Package: ulem 2000/05/26
 \ULdepth=\dimen151
 )
 **** upmethodology-spec is using French language ****
-\upm@spec@detailspec@description@width=\skip68
+\upm@spec@detailspec@description@width=\skip63
 \upm@spec@detailspec@savebox=\box72
-\upm@spec@detailspec@itrn@width=\skip69
-\c@upm@detailspec@return@counter=\count135
-\c@upm@detailspec@function@counter=\count136
+\upm@spec@detailspec@itrn@width=\skip64
+\c@upm@detailspec@return@counter=\count140
+\c@upm@detailspec@function@counter=\count141
 )
 (/usr/share/texmf-texlive/tex/latex/ltxmisc/url.sty
 \Urlmuskip=\muskip11
@@ -499,10 +565,6 @@ Package: url 2006/04/12  ver 3.3  Verb mode for urls, etc.
 (/usr/share/texmf-texlive/tex/latex/hyperref/hyperref.sty
 Package: hyperref 2009/10/09 v6.79a Hypertext links for LaTeX
 
-(/usr/share/texmf-texlive/tex/generic/oberdiek/ifpdf.sty
-Package: ifpdf 2009/04/10 v2.0 Provides the ifpdf switch (HO)
-Package ifpdf Info: pdfTeX in pdf mode detected.
-)
 (/usr/share/texmf-texlive/tex/generic/oberdiek/ifvtex.sty
 Package: ifvtex 2008/11/04 v1.4 Switches for detecting VTeX and its modes (HO)
 Package ifvtex Info: VTeX not detected.
@@ -518,8 +580,8 @@ O)
 Package: xcolor-patch 2009/10/02 xcolor patch
 ))
 \@linkdim=\dimen152
-\Hy@linkcounter=\count137
-\Hy@pagecounter=\count138
+\Hy@linkcounter=\count142
+\Hy@pagecounter=\count143
 
 (/usr/share/texmf-texlive/tex/latex/hyperref/pd1enc.def
 File: pd1enc.def 2009/10/09 v6.79a Hyperref: PDFDocEncoding definition (HO)
@@ -591,10 +653,10 @@ Package pdftexcmds Info: LuaTeX not detected.
 Package pdftexcmds Info: \pdf@primitive is available.
 Package pdftexcmds Info: \pdf@ifprimitive is available.
 )))
-\Fld@menulength=\count139
+\Fld@menulength=\count144
 \Field@Width=\dimen153
 \Fld@charsize=\dimen154
-\Field@toks=\toks29
+\Field@toks=\toks38
 Package hyperref Info: Hyper figures ON on input line 4375.
 Package hyperref Info: Link nesting OFF on input line 4382.
 Package hyperref Info: Hyper index ON on input line 4385.
@@ -606,13 +668,13 @@ Package hyperref Info: PDF/A mode OFF on input line 4407.
 (/usr/share/texmf-texlive/tex/generic/oberdiek/atbegshi.sty
 Package: atbegshi 2008/07/31 v1.9 At begin shipout hook (HO)
 )
-\Hy@abspage=\count140
-\c@Item=\count141
+\Hy@abspage=\count145
+\c@Item=\count146
 )
 *hyperref using driver hpdftex*
 (/usr/share/texmf-texlive/tex/latex/hyperref/hpdftex.def
 File: hpdftex.def 2009/10/09 v6.79a Hyperref driver for pdfTeX
-\Fld@listcount=\count142
+\Fld@listcount=\count147
 )
 \upm@smalllogo@height=\dimen155
 )
@@ -627,11 +689,6 @@ t@spacefactor phane GALLAND. **** *** define extension value trademarks ****
 (/usr/share/texmf-texlive/tex/latex/psnfss/helvet.sty
 Package: helvet 2005/04/12 PSNFSS-v9.2a (WaS) 
 )
-(/usr/share/texmf-texlive/tex/latex/hyphenat/hyphenat.sty
-Package: hyphenat 2009/09/02 v2.3c hyphenation utilities
-\langwohyphens=\language6
-LaTeX Info: Redefining \_ on input line 43.
-)
 *** define extension value frontillustration ****
 *** define extension value p3illustration ****
 *** define extension value backillustration ****
@@ -639,11 +696,13 @@ LaTeX Info: Redefining \_ on input line 43.
 *** define extension value universityname ****
 *** define extension value speciality ****
 *** define extension value defensedate ****
-*** define extension value jurytabwidth ****))
+*** define extension value jurytabwidth ****
+*** define extension value jurystyle ****
+*** define extension value defensemessage ****))
 (/usr/share/texmf-texlive/tex/latex/base/inputenc.sty
 Package: inputenc 2008/03/30 v1.1d Input encoding file
-\inpenc@prehook=\toks30
-\inpenc@posthook=\toks31
+\inpenc@prehook=\toks39
+\inpenc@posthook=\toks40
 
 (/usr/share/texmf-texlive/tex/latex/base/utf8.def
 File: utf8.def 2008/04/05 v1.1m UTF-8 support for inputenc
@@ -868,7 +927,7 @@ LaTeX Font Info:    Redeclaring font encoding T1 on input line 43.
 ))
 (/usr/share/texmf-texlive/tex/latex/algorithm2e/algorithm2e.sty
 Package: algorithm2e 2005/10/04 v3.9 algorithms environments
-\c@AlgoLine=\count143
+\c@AlgoLine=\count148
 
 ********************************************************
 Package `algorithm2e' Release 3.9 -- october 04 2005 --
@@ -877,23 +936,23 @@ Package `algorithm2e' Release 3.9 -- october 04 2005 --
 subscribe by emailing sympa@lirmm.fr with 'subscribe <list> <firstname name>'
 - Author: Christophe Fiorio (fiorio@lirmm.fr)
 ********************************************************
-\skiptotal=\skip70
-\skiprule=\skip71
-\skiphlne=\skip72
-\skiptext=\skip73
-\skiplength=\skip74
-\algomargin=\skip75
-\skipalgocfslide=\skip76
+\skiptotal=\skip65
+\skiprule=\skip66
+\skiphlne=\skip67
+\skiptext=\skip68
+\skiplength=\skip69
+\algomargin=\skip70
+\skipalgocfslide=\skip71
 \algowidth=\dimen156
 \inoutsize=\dimen157
 \inoutline=\dimen158
 \algocf@inoutbox=\box73
 \algocf@inputbox=\box74
-\AlCapSkip=\skip77
-\AlCapHSkip=\skip78
+\AlCapSkip=\skip72
+\AlCapHSkip=\skip73
 \algocf@capbox=\box75
-\c@algocfline=\count144
-\c@algocf=\count145
+\c@algocfline=\count149
+\c@algocf=\count150
 \algocf@algoframe=\box76
 \algocf@algobox=\box77
 ) (/usr/share/texmf-texlive/tex/latex/multirow/multirow.sty
@@ -914,12 +973,12 @@ Package: booktabs 2005/04/14 v1.61803 publication quality tables
 \cmidrulesep=\dimen167
 \cmidrulekern=\dimen168
 \defaultaddspace=\dimen169
-\@cmidla=\count146
-\@cmidlb=\count147
+\@cmidla=\count151
+\@cmidlb=\count152
 \@aboverulesep=\dimen170
 \@belowrulesep=\dimen171
-\@thisruleclass=\count148
-\@lastruleclass=\count149
+\@thisruleclass=\count153
+\@lastruleclass=\count154
 \@thisrulewidth=\dimen172
 )
 (/usr/share/texmf-texlive/tex/latex/base/textcomp.sty
@@ -1064,23 +1123,23 @@ Package textcomp Info: Setting ptmx sub-encoding to TS1/4 on input line 325.
 Package textcomp Info: Setting ptmj sub-encoding to TS1/4 on input line 326.
 )
 (/usr/share/texmf-texlive/tex/latex/listings/listings.sty
-\lst@mode=\count150
+\lst@mode=\count155
 \lst@gtempboxa=\box78
-\lst@token=\toks32
-\lst@length=\count151
+\lst@token=\toks41
+\lst@length=\count156
 \lst@currlwidth=\dimen173
-\lst@column=\count152
-\lst@pos=\count153
+\lst@column=\count157
+\lst@pos=\count158
 \lst@lostspace=\dimen174
 \lst@width=\dimen175
-\lst@newlines=\count154
-\lst@lineno=\count155
+\lst@newlines=\count159
+\lst@lineno=\count160
 \lst@maxwidth=\dimen176
 
 (/usr/share/texmf-texlive/tex/latex/listings/lstmisc.sty
 File: lstmisc.sty 2007/02/22 1.4 (Carsten Heinz)
-\c@lstnumber=\count156
-\lst@skipnumbers=\count157
+\c@lstnumber=\count161
+\lst@skipnumbers=\count162
 \lst@framebox=\box79
 )
 (/usr/share/texmf-texlive/tex/latex/listings/listings.cfg
@@ -1103,98 +1162,98 @@ LaTeX Font Info:    Redeclaring math alphabet \mathbb on input line 42.
 ) (./these.aux)
 \openout1 = `these.aux'.
 
-LaTeX Font Info:    Checking defaults for OML/txmi/m/it on input line 131.
-LaTeX Font Info:    Try loading font information for OML+txmi on input line 131
+LaTeX Font Info:    Checking defaults for OML/txmi/m/it on input line 135.
+LaTeX Font Info:    Try loading font information for OML+txmi on input line 135
 .
 
 (/usr/share/texmf-texlive/tex/latex/txfonts/omltxmi.fd
 File: omltxmi.fd 2000/12/15 v3.1
 )
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for T1/cmr/m/n on input line 131.
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for OT1/cmr/m/n on input line 131.
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for OMS/txsy/m/n on input line 131.
-LaTeX Font Info:    Try loading font information for OMS+txsy on input line 131
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for T1/cmr/m/n on input line 135.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for OT1/cmr/m/n on input line 135.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for OMS/txsy/m/n on input line 135.
+LaTeX Font Info:    Try loading font information for OMS+txsy on input line 135
 .
 
 (/usr/share/texmf-texlive/tex/latex/txfonts/omstxsy.fd
 File: omstxsy.fd 2000/12/15 v3.1
 )
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for OMX/txex/m/n on input line 131.
-LaTeX Font Info:    Try loading font information for OMX+txex on input line 131
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for OMX/txex/m/n on input line 135.
+LaTeX Font Info:    Try loading font information for OMX+txex on input line 135
 .
 
 (/usr/share/texmf-texlive/tex/latex/txfonts/omxtxex.fd
 File: omxtxex.fd 2000/12/15 v3.1
 )
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for U/txexa/m/n on input line 131.
-LaTeX Font Info:    Try loading font information for U+txexa on input line 131.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for U/txexa/m/n on input line 135.
+LaTeX Font Info:    Try loading font information for U+txexa on input line 135.
 
 
 (/usr/share/texmf-texlive/tex/latex/txfonts/utxexa.fd
 File: utxexa.fd 2000/12/15 v3.1
 )
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for PD1/pdf/m/n on input line 131.
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Checking defaults for TS1/cmr/m/n on input line 131.
-LaTeX Font Info:    Try loading font information for TS1+cmr on input line 131.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for PD1/pdf/m/n on input line 135.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Checking defaults for TS1/cmr/m/n on input line 135.
+LaTeX Font Info:    Try loading font information for TS1+cmr on input line 135.
 
 
 (/usr/share/texmf-texlive/tex/latex/base/ts1cmr.fd
 File: ts1cmr.fd 1999/05/25 v2.5h Standard LaTeX font definitions
 )
-LaTeX Font Info:    ... okay on input line 131.
-LaTeX Font Info:    Try loading font information for T1+phv on input line 131.
+LaTeX Font Info:    ... okay on input line 135.
+LaTeX Font Info:    Try loading font information for T1+phv on input line 135.
 
 (/usr/share/texmf-texlive/tex/latex/psnfss/t1phv.fd
 File: t1phv.fd 2001/06/04 scalable font definitions for T1/phv.
 )
 (/usr/share/texmf-texlive/tex/context/base/supp-pdf.mkii
 [Loading MPS to PDF converter (version 2006.09.02).]
-\scratchcounter=\count158
+\scratchcounter=\count163
 \scratchdimen=\dimen177
 \scratchbox=\box80
-\nofMPsegments=\count159
-\nofMParguments=\count160
-\everyMPshowfont=\toks33
-\MPscratchCnt=\count161
+\nofMPsegments=\count164
+\nofMParguments=\count165
+\everyMPshowfont=\toks42
+\MPscratchCnt=\count166
 \MPscratchDim=\dimen178
-\MPnumerator=\count162
-\everyMPtoPDFconversion=\toks34
+\MPnumerator=\count167
+\everyMPtoPDFconversion=\toks43
 )
-LaTeX Info: Redefining \degres on input line 131.
-LaTeX Info: Redefining \dots on input line 131.
-LaTeX Info: Redefining \up on input line 131.
-Package hyperref Info: Link coloring OFF on input line 131.
+LaTeX Info: Redefining \degres on input line 135.
+LaTeX Info: Redefining \dots on input line 135.
+LaTeX Info: Redefining \up on input line 135.
+Package hyperref Info: Link coloring OFF on input line 135.
  (/usr/share/texmf-texlive/tex/latex/hyperref/nameref.sty
 Package: nameref 2007/05/29 v2.31 Cross-referencing by name of section
 
 (/usr/share/texmf-texlive/tex/latex/oberdiek/refcount.sty
 Package: refcount 2008/08/11 v3.1 Data extraction from references (HO)
 )
-\c@section@level=\count163
+\c@section@level=\count168
 LaTeX Info: Redefining \Ref on input line 396.
 )
-LaTeX Info: Redefining \ref on input line 131.
-LaTeX Info: Redefining \pageref on input line 131.
+LaTeX Info: Redefining \ref on input line 135.
+LaTeX Info: Redefining \pageref on input line 135.
  (./these.out)
 (./these.out)
 \@outlinefile=\write3
 \openout3 = `these.out'.
 
 \AtBeginShipoutBox=\box81
-LaTeX Info: Redefining \Ref on input line 131.
+LaTeX Info: Redefining \Ref on input line 135.
  ************ USE CUSTOM FRONT COVER
 
 pdfTeX warning: pdflatex (file /usr/share/texmf/tex/latex/upmethodology-extensi
 ons/phd_thesis/spimufcphdthesis/spimufcphdthesis-frontpage.pdf): PDF inclusion:
  found PDF version <1.5>, but at most version <1.4> allowed
-<spimufcphdthesis-frontpage.pdf, id=347, 597.50829pt x 845.0471pt>
+<spimufcphdthesis-frontpage.pdf, id=367, 597.50829pt x 845.0471pt>
 File: spimufcphdthesis-frontpage.pdf Graphic file (type pdf)
 
 <use spimufcphdthesis-frontpage.pdf> [1
@@ -1205,108 +1264,114 @@ File: spimufcphdthesis-frontpage.pdf Graphic file (type pdf)
 e.pdf>] [2
 
 ]
-<spimufcphdthesis-p3-head.pdf, id=395, 598.235pt x 285.065pt>
+<spimufcphdthesis-p3-head.pdf, id=415, 598.235pt x 285.065pt>
 File: spimufcphdthesis-p3-head.pdf Graphic file (type pdf)
 
 <use spimufcphdthesis-p3-head.pdf>
 LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <10.95> not available
-(Font)              Font shape `T1/phv/b/n' tried instead on input line 131.
-
-(/usr/share/texmf-texlive/tex/latex/txfonts/ot1txr.fd)
-(/usr/share/texmf-texlive/tex/latex/txfonts/utxmia.fd)
-(/usr/share/texmf-texlive/tex/latex/txfonts/utxsya.fd)
-(/usr/share/texmf-texlive/tex/latex/txfonts/utxsyb.fd)
-(/usr/share/texmf-texlive/tex/latex/txfonts/utxsyc.fd) [3 </usr/share/texmf/tex
-/latex/upmethodology-extensions/phd_thesis/spimufcphdthesis/spimufcphdthesis-p3
--head.pdf>]
-\c@lstlisting=\count164
- [4
+(Font)              Font shape `T1/phv/b/n' tried instead on input line 135.
+LaTeX Font Info:    Try loading font information for OT1+txr on input line 135.
 
-] (./these.toc
-LaTeX Font Info:    Try loading font information for TS1+phv on input line 3.
 
-(/usr/share/texmf-texlive/tex/latex/psnfss/ts1phv.fd
-File: ts1phv.fd 2001/06/04 scalable font definitions for TS1/phv.
+(/usr/share/texmf-texlive/tex/latex/txfonts/ot1txr.fd
+File: ot1txr.fd 2000/12/15 v3.1
 )
-LaTeX Font Info:    Font shape `TS1/phv/bx/n' in size <10.95> not available
-(Font)              Font shape `TS1/phv/b/n' tried instead on input line 3.
+LaTeX Font Info:    Try loading font information for U+txmia on input line 135.
 
 
-Package Fancyhdr Warning: \headheight is too small (12.0pt): 
- Make it at least 13.59999pt.
- We now make it that large for the rest of the document.
- This may cause the page layout to be inconsistent, however.
+(/usr/share/texmf-texlive/tex/latex/txfonts/utxmia.fd
+File: utxmia.fd 2000/12/15 v3.1
+)
+LaTeX Font Info:    Try loading font information for U+txsya on input line 135.
 
-[5]
-Underfull \vbox (badness 1946) has occurred while \output is active []
 
- [6]
-Overfull \hbox (1.29184pt too wide) detected at line 74
- [][]\T1/phv/m/n/10.95 103[]
- []
+(/usr/share/texmf-texlive/tex/latex/txfonts/utxsya.fd
+File: utxsya.fd 2000/12/15 v3.1
+)
+LaTeX Font Info:    Try loading font information for U+txsyb on input line 135.
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 75
- [][]\T1/phv/m/n/10.95 103[]
- []
+(/usr/share/texmf-texlive/tex/latex/txfonts/utxsyb.fd
+File: utxsyb.fd 2000/12/15 v3.1
+)
+LaTeX Font Info:    Try loading font information for U+txsyc on input line 135.
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 76
- [][]\T1/phv/m/n/10.95 104[]
+(/usr/share/texmf-texlive/tex/latex/txfonts/utxsyc.fd
+File: utxsyc.fd 2000/12/15 v3.1
+) [3 </usr/share/texmf/tex/latex/upmethodology-extensions/phd_thesis/spimufcphd
+thesis/spimufcphdthesis-p3-head.pdf>]
+\c@lstlisting=\count169
+ [4
+
+] (./these.toc
+LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <12> not available
+(Font)              Font shape `T1/phv/b/n' tried instead on input line 2.
+LaTeX Font Info:    Try loading font information for TS1+phv on input line 4.
+
+(/usr/share/texmf-texlive/tex/latex/psnfss/ts1phv.fd
+File: ts1phv.fd 2001/06/04 scalable font definitions for TS1/phv.
+)
+LaTeX Font Info:    Font shape `TS1/phv/bx/n' in size <10.95> not available
+(Font)              Font shape `TS1/phv/b/n' tried instead on input line 4.
+ [5] [6]
+Overfull \hbox (1.29184pt too wide) detected at line 81
+ [][]\T1/phv/m/n/10.95 101[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 77
- [][]\T1/phv/m/n/10.95 105[]
+Overfull \hbox (1.29184pt too wide) detected at line 82
+ [][]\T1/phv/m/n/10.95 101[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 78
- [][]\T1/phv/m/n/10.95 107[]
+Overfull \hbox (1.29184pt too wide) detected at line 83
+ [][]\T1/phv/m/n/10.95 102[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 79
- [][]\T1/phv/m/n/10.95 109[]
+Overfull \hbox (1.29184pt too wide) detected at line 84
+ [][]\T1/phv/m/n/10.95 106[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 80
- [][]\T1/phv/m/n/10.95 111[]
+Overfull \hbox (1.29184pt too wide) detected at line 85
+ [][]\T1/phv/m/n/10.95 108[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 82
- [][]\T1/phv/m/n/10.95 113[]
+Overfull \hbox (1.29184pt too wide) detected at line 87
+ [][]\T1/phv/m/n/10.95 109[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 83
- [][]\T1/phv/m/n/10.95 113[]
+Overfull \hbox (1.29184pt too wide) detected at line 88
+ [][]\T1/phv/m/n/10.95 109[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 84
- [][]\T1/phv/m/n/10.95 115[]
+Overfull \hbox (1.29184pt too wide) detected at line 89
+ [][]\T1/phv/m/n/10.95 111[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 85
- [][]\T1/phv/m/n/10.95 119[]
+Overfull \hbox (1.29184pt too wide) detected at line 90
+ [][]\T1/phv/m/n/10.95 115[]
  []
 
 
-Overfull \hbox (1.29184pt too wide) detected at line 86
- [][]\T1/phv/m/n/10.95 124[]
+Overfull \hbox (1.29184pt too wide) detected at line 91
+ [][]\T1/phv/m/n/10.95 120[]
  []
 
-)
+[7])
 \tf@toc=\write4
 \openout4 = `these.toc'.
 
- [7] [8
+ [8] [1
 
-]
+
+] [2]
 Chapitre 1.
 (./Chapters/chapter1/chapter1.tex
 LaTeX Font Info:    Font shape `T1/phv/m/it' in size <10.95> not available
@@ -1314,11 +1379,13 @@ LaTeX Font Info:    Font shape `T1/phv/m/it' in size <10.95> not available
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [9]
+ [3
+
+]
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [10])
-[11] [12
+ [4])
+[5] [6
 
 ]
 Chapitre 2.
@@ -1328,67 +1395,67 @@ LaTeX Font Warning: Font shape `TS1/phv/m/sc' undefined
 (Font)              for symbol `textregistered' on input line 141.
 
 (./Chapters/chapter1b/chapter1b.tex
-<Chapters/chapter1b/img/gpucpu1.png, id=567, 688.82344pt x 254.45062pt>
+<Chapters/chapter1b/img/gpucpu1.png, id=601, 688.82344pt x 254.45062pt>
 File: Chapters/chapter1b/img/gpucpu1.png Graphic file (type png)
 
-<use Chapters/chapter1b/img/gpucpu1.png> [13 <./Chapters/chapter1b/img/gpucpu1.
-png (PNG copy)>]
-<Chapters/chapter1b/img/gpucpu2a.png, id=579, 465.23813pt x 346.29375pt>
+<use Chapters/chapter1b/img/gpucpu1.png> [7 <./Chapters/chapter1b/img/gpucpu1.p
+ng (PNG copy)>]
+<Chapters/chapter1b/img/gpucpu2a.png, id=612, 465.23813pt x 346.29375pt>
 File: Chapters/chapter1b/img/gpucpu2a.png Graphic file (type png)
 
 <use Chapters/chapter1b/img/gpucpu2a.png>
-<Chapters/chapter1b/img/gpucpu2b.png, id=580, 478.03593pt x 398.23781pt>
+<Chapters/chapter1b/img/gpucpu2b.png, id=613, 478.03593pt x 398.23781pt>
 File: Chapters/chapter1b/img/gpucpu2b.png Graphic file (type png)
 
-<use Chapters/chapter1b/img/gpucpu2b.png>
-<Chapters/chapter1b/img/fermi.png, id=584, 104.0688pt x 70.8246pt>
+<use Chapters/chapter1b/img/gpucpu2b.png> [8 <./Chapters/chapter1b/img/gpucpu2a
+.png (PNG copy)> <./Chapters/chapter1b/img/gpucpu2b.png (PNG copy)>]
+<Chapters/chapter1b/img/fermi.png, id=623, 104.0688pt x 70.8246pt>
 File: Chapters/chapter1b/img/fermi.png Graphic file (type png)
 
 <use Chapters/chapter1b/img/fermi.png>
-<Chapters/chapter1b/img/fermi-sm.png, id=585, 69.19853pt x 71.00528pt>
+<Chapters/chapter1b/img/fermi-sm.png, id=624, 69.19853pt x 71.00528pt>
 File: Chapters/chapter1b/img/fermi-sm.png Graphic file (type png)
 
 <use Chapters/chapter1b/img/fermi-sm.png>
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[14 <./Chapters/chapter1b/img/gpucpu2a.png (PNG copy)> <./Chapters/chapter1b/im
-g/gpucpu2b.png (PNG copy)>]
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [15 <./Chapters/chapter1b/img/fermi.png (PNG copy)> <./Chapters/chapter1b/img/
-fermi-sm.png (PNG copy)>]
-<Chapters/chapter1b/img/threads.png, id=606, 380.17032pt x 441.90094pt>
+<Chapters/chapter1b/img/threads.png, id=630, 380.17032pt x 441.90094pt>
 File: Chapters/chapter1b/img/threads.png Graphic file (type png)
 
 <use Chapters/chapter1b/img/threads.png>
-Underfull \vbox (badness 2495) has occurred while \output is active []
 
- [16 <./Chapters/chapter1b/img/threads.png (PNG copy)>]) [17] [18
+LaTeX Warning: `h' float specifier changed to `ht'.
 
-] [19] [20]
-(./Chapters/chapter2/chapter2.tex) [21] [22
+[9] [10 <./Chapters/chapter1b/img/fermi.png (PNG copy)> <./Chapters/chapter1b/i
+mg/fermi-sm.png (PNG copy)>]
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [11]
+[12 <./Chapters/chapter1b/img/threads.png (PNG copy)>]) [13] [14
+
+] [15] [16]
+(./Chapters/chapter2/chapter2.tex) [17] [18
 
 ]
 Chapitre 3.
 (./Chapters/chapter2/chapter2b.tex
 LaTeX Font Info:    Try loading font information for U+bbold on input line 2.
 
-(/usr/share/texmf-texlive/tex/latex/bbold/Ubbold.fd) [23] [24]) [25] [26
+(/usr/share/texmf-texlive/tex/latex/bbold/Ubbold.fd) [19] [20]) [21] [22
 
 ]
 Chapitre 4.
 (./Chapters/chapter2/chapter2c.tex
-</home/zulu/Documents/these_gilles/THESE/codes/ny256.png, id=681, 256.96pt x 25
+</home/zulu/Documents/these_gilles/THESE/codes/ny256.png, id=729, 256.96pt x 25
 6.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/ny256.png Graphic file (typ
 e png)
  <use /home/zulu/Documents/these_gilles/THESE/codes/ny256.png>
-</home/zulu/Documents/these_gilles/THESE/codes/ny256_gauss25.png, id=682, 256.9
+</home/zulu/Documents/these_gilles/THESE/codes/ny256_gauss25.png, id=730, 256.9
 6pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/ny256_gauss25.png Graphic f
 ile (type png)
@@ -1404,7 +1471,7 @@ Underfull \hbox (badness 1997) in paragraph at lines 15--15
  []
 
 
-</home/zulu/Documents/these_gilles/THESE/codes/ny256_sap25.png, id=683, 256.96p
+</home/zulu/Documents/these_gilles/THESE/codes/ny256_sap25.png, id=731, 256.96p
 t x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/ny256_sap25.png Graphic fil
 e (type png)
@@ -1422,9 +1489,9 @@ Underfull \hbox (badness 10000) in paragraph at lines 16--16
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [27]
+ [23]
 </home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy3.png, id
-=692, 256.96pt x 256.96pt>
+=741, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy3.pn
 g Graphic file (type png)
 
@@ -1436,7 +1503,7 @@ Underfull \hbox (badness 10000) in paragraph at lines 37--37
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy5.png, id
-=693, 256.96pt x 256.96pt>
+=742, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy5.pn
 g Graphic file (type png)
 
@@ -1447,8 +1514,8 @@ Underfull \hbox (badness 10000) in paragraph at lines 38--38
  []
 
 
-</home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_g3.png, id=6
-94, 256.96pt x 256.96pt>
+</home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_g3.png, id=7
+43, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_g3.png 
 Graphic file (type png)
 
@@ -1459,61 +1526,61 @@ Underfull \hbox (badness 10000) in paragraph at lines 39--39
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3.png, id=
-699, 256.96pt x 256.96pt>
+748, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3.png
  Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3.png>
 
-Underfull \hbox (badness 10000) in paragraph at lines 54--54
+Underfull \hbox (badness 10000) in paragraph at lines 55--55
 []\T1/phv/m/n/9 (a) Mé-dian 3$\OMS/txsy/m/n/9 ^^B$\T1/phv/m/n/9 3 une
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 54--54
+Underfull \hbox (badness 10000) in paragraph at lines 55--55
 \T1/phv/m/n/9 passe, PSNR=26.4 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3x2.png, i
-d=700, 256.96pt x 256.96pt>
+d=749, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3x2.p
 ng Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med3x2.pn
 g>
-Underfull \hbox (badness 10000) in paragraph at lines 55--55
+Underfull \hbox (badness 10000) in paragraph at lines 56--56
 []\T1/phv/m/n/9 (b) Mé-dian 3$\OMS/txsy/m/n/9 ^^B$\T1/phv/m/n/9 3 deux
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 55--55
+Underfull \hbox (badness 10000) in paragraph at lines 56--56
 \T1/phv/m/n/9 passes, PSNR=34.4 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med5.png, id=
-701, 256.96pt x 256.96pt>
+750, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med5.png
  Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/median/ny256_sap25_med5.png>
 
-Underfull \hbox (badness 10000) in paragraph at lines 56--56
+Underfull \hbox (badness 10000) in paragraph at lines 57--57
 []\T1/phv/m/n/9 (c) Mé-dian 5$\OMS/txsy/m/n/9 ^^B$\T1/phv/m/n/9 5 une
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 56--56
+Underfull \hbox (badness 10000) in paragraph at lines 57--57
 \T1/phv/m/n/9 passe, PSNR=35.1 dB
  []
 
-[28 </home/zulu/Documents/these_gilles/THESE/codes/ny256.png (PNG copy)> </home
+[24 </home/zulu/Documents/these_gilles/THESE/codes/ny256.png (PNG copy)> </home
 /zulu/Documents/these_gilles/THESE/codes/ny256_gauss25.png (PNG copy)> </home/z
 ulu/Documents/these_gilles/THESE/codes/ny256_sap25.png (PNG copy)>]
-Underfull \vbox (badness 10000) has occurred while \output is active []
+Underfull \vbox (badness 4846) has occurred while \output is active []
 
- [29 </home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy3.pn
+ [25 </home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss25_moy3.pn
 g (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/convo/ny256_gauss2
 5_moy5.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/convo/ny2
 56_gauss25_g3.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/me
@@ -1521,122 +1588,122 @@ dian/ny256_sap25_med3.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/
 codes/median/ny256_sap25_med3x2.png (PNG copy)> </home/zulu/Documents/these_gil
 les/THESE/codes/median/ny256_sap25_med5.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_01.png,
- id=729, 256.96pt x 256.96pt>
+ id=778, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_01
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_01.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 71--71
+Underfull \hbox (badness 10000) in paragraph at lines 72--72
 []\T1/phv/m/n/9 (a) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 1\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_05.png,
- id=730, 256.96pt x 256.96pt>
+ id=779, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_05
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_05.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 72--72
+Underfull \hbox (badness 10000) in paragraph at lines 73--73
 []\T1/phv/m/n/9 (b) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 1\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_1.png, 
-id=731, 256.96pt x 256.96pt>
+id=780, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_1.
 png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_1_1.p
 ng>
-Underfull \hbox (badness 10000) in paragraph at lines 73--73
+Underfull \hbox (badness 10000) in paragraph at lines 74--74
 []\T1/phv/m/n/9 (c) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 1\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_01.png,
- id=732, 256.96pt x 256.96pt>
+ id=781, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_01
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_01.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 74--74
+Underfull \hbox (badness 10000) in paragraph at lines 75--75
 []\T1/phv/m/n/9 (d) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 2\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_05.png,
- id=733, 256.96pt x 256.96pt>
+ id=782, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_05
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_05.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 75--75
+Underfull \hbox (badness 10000) in paragraph at lines 76--76
 []\T1/phv/m/n/9 (e) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 2\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_1.png, 
-id=734, 256.96pt x 256.96pt>
+id=783, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_1.
 png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_1.p
 ng>
-Underfull \hbox (badness 10000) in paragraph at lines 76--76
+Underfull \hbox (badness 10000) in paragraph at lines 77--77
 []\T1/phv/m/n/9 (f) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 2\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_01.png,
- id=735, 256.96pt x 256.96pt>
+ id=784, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_01
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_01.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 77--77
+Underfull \hbox (badness 10000) in paragraph at lines 78--78
 []\T1/phv/m/n/9 (g) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 5\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_05.png,
- id=736, 256.96pt x 256.96pt>
+ id=785, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_05
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_05.
 png>
-Underfull \hbox (badness 10000) in paragraph at lines 78--78
+Underfull \hbox (badness 10000) in paragraph at lines 79--79
 []\T1/phv/m/n/9 (h) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 5\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_1.png, 
-id=737, 256.96pt x 256.96pt>
+id=786, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_1.
 png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_5_1.p
 ng>
-Underfull \hbox (badness 10000) in paragraph at lines 79--79
+Underfull \hbox (badness 10000) in paragraph at lines 80--80
 []\T1/phv/m/n/9 (i) $\OML/txmi/m/it/9 ^^[[] \OT1/txr/m/n/9 = 5\OML/txmi/m/it/9 
 :\OT1/txr/m/n/9 0$ \T1/phv/m/n/9 et
  []
 
-[30] [31 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_
+[26] [27 </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_gauss25_bilat_
 1_01.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny_ga
 uss25_bilat_1_05.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes
 /bilat/ny_gauss25_bilat_1_1.png (PNG copy)> </home/zulu/Documents/these_gilles/
@@ -1648,83 +1715,83 @@ hese_gilles/THESE/codes/bilat/ny_gauss25_bilat_2_05.png (PNG copy)> </home/zulu
 at_5_05.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/bilat/ny
 _gauss25_bilat_5_1.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt20.png, id
-=777, 256.96pt x 256.96pt>
+=825, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt20.pn
 g Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt20.png
 >
-</home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt.png, id=7
-78, 256.96pt x 256.96pt>
+</home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt.png, id=8
+26, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt.png 
 Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt.png>
 </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt70.png, id
-=779, 256.96pt x 256.96pt>
+=827, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt70.pn
 g Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt70.png
 >
 </home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2_2_25
-.png, id=785, 256.96pt x 256.96pt>
+.png, id=833, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2
 _2_25.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2_
 2_25.png>
-Underfull \hbox (badness 10000) in paragraph at lines 114--114
+Underfull \hbox (badness 10000) in paragraph at lines 117--117
 \T1/phv/m/n/9 PSNR=28.5 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2_5_25
-.png, id=786, 256.96pt x 256.96pt>
+.png, id=834, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2
 _5_25.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2_
 5_25.png>
-Underfull \hbox (badness 10000) in paragraph at lines 115--115
+Underfull \hbox (badness 10000) in paragraph at lines 118--118
 \T1/phv/m/n/9 PSNR=28.6 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5_2_25
-.png, id=787, 256.96pt x 256.96pt>
+.png, id=835, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5
 _2_25.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5_
 2_25.png>
-Underfull \hbox (badness 10000) in paragraph at lines 116--116
+Underfull \hbox (badness 10000) in paragraph at lines 119--119
 \T1/phv/m/n/9 PSNR=29.0 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5_5_25
-.png, id=788, 256.96pt x 256.96pt>
+.png, id=836, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5
 _5_25.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5_
 5_25.png>
-Underfull \hbox (badness 10000) in paragraph at lines 117--117
+Underfull \hbox (badness 10000) in paragraph at lines 120--120
 \T1/phv/m/n/9 PSNR=29.0 dB
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/bm3D/ny256_gauss25_bm3D.png, id=
-789, 256.96pt x 256.96pt>
+837, 256.96pt x 256.96pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/bm3D/ny256_gauss25_bm3D.png
  Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/bm3D/ny256_gauss25_bm3D.png>
-[32 </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt20.png
+[28 </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_dwt20.png
  (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_gauss25_
 dwt.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/wave/ny256_g
-auss25_dwt70.png (PNG copy)>] [33 </home/zulu/Documents/these_gilles/THESE/code
+auss25_dwt70.png (PNG copy)>] [29 </home/zulu/Documents/these_gilles/THESE/code
 s/nlmeans/ny256_gauss25_nlm_2_2_25.png (PNG copy)> </home/zulu/Documents/these_
 gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_2_5_25.png (PNG copy)> </home/zulu
 /Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_5_2_25.png (PNG c
@@ -1732,98 +1799,92 @@ opy)> </home/zulu/Documents/these_gilles/THESE/codes/nlmeans/ny256_gauss25_nlm_
 5_5_25.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/bm3D/ny25
 6_gauss25_bm3D.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-median1.p
-ng, id=819, 319.1925pt x 240.9pt>
+ng, id=868, 319.1925pt x 240.9pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-medi
 an1.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-media
 n1.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-median2.p
-ng, id=821, 587.94656pt x 423.83344pt>
+ng, id=870, 587.94656pt x 423.83344pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-medi
 an2.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/compar-media
-n2.png> [34 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/comp
-ar-median1.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/ch
-apter2/img/compar-median2.png (PNG copy)>] [35]
+n2.png> [30] [31 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img
+/compar-median1.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapte
+rs/chapter2/img/compar-median2.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/shmem_prefetch_z
-heng2011.png, id=851, 264.23718pt x 201.75375pt>
+heng2011.png, id=900, 264.23718pt x 201.75375pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/shmem_prefe
 tch_zheng2011.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/shmem_prefet
-ch_zheng2011.png>)
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [36 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/shmem_prefe
-tch_zheng2011.png (PNG copy)>] [37] [38
+ch_zheng2011.png> [32 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter
+2/img/shmem_prefetch_zheng2011.png (PNG copy)>]) [33] [34
 
 ]
 Chapitre 5.
-(./Chapters/chapter2/chapter2d.tex
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [39]
-</home/zulu/Documents/these_gilles/THESE/codes/cochon256.png, id=886, 255.95625
+(./Chapters/chapter2/chapter2d.tex [35]
+</home/zulu/Documents/these_gilles/THESE/codes/cochon256.png, id=934, 255.95625
 pt x 255.95625pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/cochon256.png Graphic file 
 (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/cochon256.png>
-Underfull \hbox (badness 10000) in paragraph at lines 30--30
+Underfull \hbox (badness 10000) in paragraph at lines 31--31
 []\T1/phv/m/n/9 (a) Image ini-tiale
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 30--30
+Underfull \hbox (badness 10000) in paragraph at lines 31--31
 \T1/phv/m/n/9 com-por-tant deux
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cochon256.
-png, id=887, 289.883pt x 242.506pt>
+png, id=935, 289.883pt x 242.506pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cocho
 n256.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cochon
 256.png>
 </home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-seghis
-to-101-255.png, id=888, 204.765pt x 204.765pt>
+to-101-255.png, id=936, 204.765pt x 204.765pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-s
 eghisto-101-255.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-se
 ghisto-101-255.png>
-</home/zulu/Documents/these_gilles/THESE/codes/cochon256-sig25.png, id=889, 255
+</home/zulu/Documents/these_gilles/THESE/codes/cochon256-sig25.png, id=937, 255
 .95625pt x 255.95625pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/cochon256-sig25.png Graphic
  file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/cochon256-sig25.png>
 </home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cochon256-
-sig25.png, id=890, 287.474pt x 240.097pt>
+sig25.png, id=938, 287.474pt x 240.097pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cocho
 n256-sig25.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cochon
 256-sig25.png>
 </home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-sig25-
-seghisto-99-255.png, id=891, 204.765pt x 204.765pt>
+seghisto-99-255.png, id=939, 204.765pt x 204.765pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-s
 ig25-seghisto-99-255.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-si
 g25-seghisto-99-255.png>
-Underfull \hbox (badness 1067) in paragraph at lines 35--35
+Underfull \hbox (badness 1067) in paragraph at lines 36--36
 []\T1/phv/m/n/9 (f) Image bi-naire re-
  []
 
 Package hyperref Info: bookmark level for unknown algocf defaults to 0 on input
- line 43.
+ line 44.
 LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <8> not available
-(Font)              Font shape `T1/phv/b/n' tried instead on input line 45.
-[40] [41 </home/zulu/Documents/these_gilles/THESE/codes/cochon256.png (PNG copy
+(Font)              Font shape `T1/phv/b/n' tried instead on input line 46.
+[36] [37 </home/zulu/Documents/these_gilles/THESE/codes/cochon256.png (PNG copy
 )> </home/zulu/Documents/these_gilles/THESE/codes/seg_histogramme/histo-cochon2
 56.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/seg_histogram
 me/cochon256-seghisto-101-255.png (PNG copy)> </home/zulu/Documents/these_gille
@@ -1832,251 +1893,255 @@ s/THESE/codes/seg_histogramme/histo-cochon256-sig25.png (PNG copy)> </home/zulu
 /Documents/these_gilles/THESE/codes/seg_histogramme/cochon256-sig25-seghisto-99
 -255.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_2seg.png,
- id=927, 317.988pt x 251.339pt>
+ id=976, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_2seg
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_2seg.
 png>
 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_3seg.png,
- id=928, 317.988pt x 251.339pt>
+ id=977, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_3seg
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_3seg.
 png>
 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_4seg.png,
- id=929, 317.988pt x 251.339pt>
+ id=978, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_4seg
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_4seg.
 png>
 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_5seg.png,
- id=930, 317.988pt x 251.339pt>
+ id=979, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_5seg
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts_5seg.
-png> [42]
+png> [38]
 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_2seg.png
-, id=957, 317.988pt x 251.339pt>
+, id=1001, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_2se
 g.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_2seg
 .png>
 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_3seg.png
-, id=958, 317.988pt x 251.339pt>
+, id=1002, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_3se
 g.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_3seg
 .png>
 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_4seg.png
-, id=959, 317.988pt x 251.339pt>
+, id=1003, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_4se
 g.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_4seg
 .png>
 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_5seg.png
-, id=960, 317.988pt x 251.339pt>
+, id=1004, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_5se
 g.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_5seg
-.png> [43 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts
+.png> [39 </home/zulu/Documents/these_gilles/THESE/codes/graphe/cochon128_ncuts
 _2seg.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/graphe/coc
 hon128_ncuts_3seg.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/code
 s/graphe/cochon128_ncuts_4seg.png (PNG copy)> </home/zulu/Documents/these_gille
 s/THESE/codes/graphe/cochon128_ncuts_5seg.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r1
-00m100.png, id=982, 318.791pt x 251.339pt>
+00m100.png, id=1026, 318.791pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshi
 ft_r100m100.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshif
 t_r100m100.png>
 </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r5
-0m100.png, id=983, 318.791pt x 251.339pt>
+0m100.png, id=1027, 318.791pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshi
 ft_r50m100.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshif
 t_r50m100.png>
 </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r3
-5m100.png, id=984, 317.988pt x 251.339pt>
+5m100.png, id=1028, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshi
 ft_r35m100.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshif
 t_r35m100.png>
 </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r2
-5m100.png, id=985, 317.988pt x 251.339pt>
+5m100.png, id=1029, 317.988pt x 251.339pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshi
 ft_r25m100.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshif
-t_r25m100.png> [44 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon
-128_kmeans_2seg.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/
-kmeans/cochon128_kmeans_3seg.png (PNG copy)> </home/zulu/Documents/these_gilles
-/THESE/codes/kmeans/cochon128_kmeans_4seg.png (PNG copy)> </home/zulu/Documents
-/these_gilles/THESE/codes/kmeans/cochon128_kmeans_5seg.png (PNG copy)> </home/z
-ulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r100m100.p
-ng (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon1
-28_meanshift_r50m100.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/c
-odes/meanshift/cochon128_meanshift_r35m100.png (PNG copy)> </home/zulu/Document
-s/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r25m100.png (PNG copy)
->]
+t_r25m100.png>
+Underfull \vbox (badness 2689) has occurred while \output is active []
+
+ [40 </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon128_kmeans_2se
+g.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/kmeans/cochon1
+28_kmeans_3seg.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/k
+means/cochon128_kmeans_4seg.png (PNG copy)> </home/zulu/Documents/these_gilles/
+THESE/codes/kmeans/cochon128_kmeans_5seg.png (PNG copy)>]
+Overfull \hbox (4.4864pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 5.3.  LES TECHNIQUES DE SEGMENTATION PAR CONTOURS ACTIFS, OU
+ SNAKES \T1/phv/m/n/10.95 41
+ []
+
+[41 </home/zulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshif
+t_r100m100.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/means
+hift/cochon128_meanshift_r50m100.png (PNG copy)> </home/zulu/Documents/these_gi
+lles/THESE/codes/meanshift/cochon128_meanshift_r35m100.png (PNG copy)> </home/z
+ulu/Documents/these_gilles/THESE/codes/meanshift/cochon128_meanshift_r25m100.pn
+g (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_it3.
-png, id=1007, 138.116pt x 138.116pt>
+png, id=1060, 138.116pt x 138.116pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake
 _it3.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_
 it3.png>
 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_it7.
-png, id=1008, 138.116pt x 138.116pt>
+png, id=1061, 138.116pt x 138.116pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake
 _it7.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_
 it7.png>
 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_it10
-.png, id=1009, 138.116pt x 138.116pt>
+.png, id=1062, 138.116pt x 138.116pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake
 _it10.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_
 it10.png>
 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_resu
-lt.png, id=1010, 271.414pt x 271.414pt>
+lt.png, id=1063, 271.414pt x 271.414pt>
 File: /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake
 _result.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_
 result.png>
-Underfull \hbox (badness 10000) in paragraph at lines 169--169
+Underfull \hbox (badness 10000) in paragraph at lines 170--170
 \T1/phv/m/n/9 après la cen-tième
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 169--169
+Underfull \hbox (badness 10000) in paragraph at lines 170--170
 \T1/phv/m/n/9 ité-ra-tion. C'est le
  []
 
-[45]
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [46 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake
-_it3.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/snake/cocho
-n128_tradi_snake_it7.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/c
-odes/snake/cochon128_tradi_snake_it10.png (PNG copy)> </home/zulu/Documents/the
-se_gilles/THESE/codes/snake/cochon128_tradi_snake_result.png (PNG copy)>]
-Underfull \vbox (badness 8075) has occurred while \output is active []
-
- [47]
-[48]
+[42 </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon128_tradi_snake_
+it3.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/codes/snake/cochon
+128_tradi_snake_it7.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/co
+des/snake/cochon128_tradi_snake_it10.png (PNG copy)> </home/zulu/Documents/thes
+e_gilles/THESE/codes/snake/cochon128_tradi_snake_result.png (PNG copy)>]
+[43] [44]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/graphcutscuda_st
-itch.png, id=1072, 552.56438pt x 232.61906pt>
+itch.png, id=1121, 552.56438pt x 232.61906pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/graphcutscu
 da_stitch.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/graphcutscud
-a_stitch.png> [49 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/im
+a_stitch.png> [45 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/im
 g/graphcutscuda_stitch.png (PNG copy)>]
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [46]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-o
-rig.png, id=1095, 262.73157pt x 263.48438pt>
+rig.png, id=1155, 262.73157pt x 263.48438pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift
 -yo-orig.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-
 yo-orig.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-s
-2t10.png, id=1096, 263.48438pt x 262.73157pt>
+2t10.png, id=1156, 263.48438pt x 262.73157pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift
 -yo-s2t10.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-
 yo-s2t10.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-s
-10t10.png, id=1097, 261.97874pt x 262.73157pt>
+10t10.png, id=1157, 261.97874pt x 262.73157pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift
 -yo-s10t10.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-
 yo-s10t10.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-s
-10t20.png, id=1098, 261.22594pt x 263.48438pt>
+10t20.png, id=1158, 261.22594pt x 263.48438pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift
 -yo-s10t20.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-
 yo-s10t20.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-meanshift
-.png, id=1103, 267.24844pt x 355.3275pt>
+.png, id=1163, 267.24844pt x 355.3275pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-mean
 shift.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-means
 hift.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-meanshift
--std.png, id=1104, 265.74281pt x 355.3275pt>
+-std.png, id=1164, 265.74281pt x 355.3275pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-mean
 shift-std.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-means
 hift-std.png>
-Underfull \hbox (badness 2990) in paragraph at lines 254--254
+Underfull \hbox (badness 2990) in paragraph at lines 255--255
 []\T1/phv/m/n/9 (b) Image seg-men-tée par
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-meanshift
--kdtree.png, id=1105, 266.49562pt x 356.0803pt>
+-kdtree.png, id=1165, 266.49562pt x 356.0803pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-mean
 shift-kdtree.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle-means
 hift-kdtree.png>
-Underfull \hbox (badness 3396) in paragraph at lines 255--255
+Underfull \hbox (badness 3396) in paragraph at lines 256--256
 []\T1/phv/m/n/9 (c) Image seg-men-tée par
  []
 
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [50]
-[51 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-
-yo-orig.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapt
-er2/img/quick-shift-yo-s2t10.png (PNG copy)> </home/zulu/Documents/these_gilles
-/THESE/Chapters/chapter2/img/quick-shift-yo-s10t10.png (PNG copy)> </home/zulu/
-Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-s10t20.png (P
-NG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castle
--meanshift.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/ch
-apter2/img/castle-meanshift-std.png (PNG copy)> </home/zulu/Documents/these_gil
-les/THESE/Chapters/chapter2/img/castle-meanshift-kdtree.png (PNG copy)>]
+ [47 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift
+-yo-orig.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chap
+ter2/img/quick-shift-yo-s2t10.png (PNG copy)> </home/zulu/Documents/these_gille
+s/THESE/Chapters/chapter2/img/quick-shift-yo-s10t10.png (PNG copy)> </home/zulu
+/Documents/these_gilles/THESE/Chapters/chapter2/img/quick-shift-yo-s10t20.png (
+PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/castl
+e-meanshift.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/c
+hapter2/img/castle-meanshift-std.png (PNG copy)> </home/zulu/Documents/these_gi
+lles/THESE/Chapters/chapter2/img/castle-meanshift-kdtree.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-brain7s.png, 
-id=1141, 285.31593pt x 258.9675pt>
+id=1195, 285.31593pt x 258.9675pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-brain7s.
 png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-brain7s.p
 ng>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-reins16s.png,
- id=1142, 264.99pt x 361.35pt>
+ id=1196, 264.99pt x 361.35pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-reins16s
 .png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/l7-reins16s.
 png>
-Underfull \hbox (badness 1939) in paragraph at lines 273--273
+Underfull \hbox (badness 1939) in paragraph at lines 274--274
 []\T1/phv/m/n/9 (b) Reins et aorte,
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 273--273
+Underfull \hbox (badness 10000) in paragraph at lines 274--274
 \T1/phv/m/n/9 256$\OMS/txsy/m/n/9 ^^B$\T1/phv/m/n/9 256$\OMS/txsy/m/n/9 ^^B$\T1
 /phv/m/n/9 272 en
  []
@@ -2084,27 +2149,27 @@ Underfull \hbox (badness 10000) in paragraph at lines 273--273
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [52]
+ [48]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaule-ini
-t-t.png, id=1160, 360.62488pt x 358.93294pt>
+t-t.png, id=1214, 360.62488pt x 358.93294pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaul
 e-init-t.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaule
 -init-t.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaule-fin
--t.png, id=1162, 358.93294pt x 358.93294pt>
+-t.png, id=1216, 358.93294pt x 358.93294pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaul
 e-fin-t.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/snake-epaule
--fin-t.png> [53 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/
+-fin-t.png> [49 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/
 l7-brain7s.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/ch
 apter2/img/l7-reins16s.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE
 /Chapters/chapter2/img/snake-epaule-init-t.png> </home/zulu/Documents/these_gil
 les/THESE/Chapters/chapter2/img/snake-epaule-fin-t.png>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/gPb_examples.png
-, id=1189, 655.69969pt x 175.40532pt>
+, id=1243, 655.69969pt x 175.40532pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/gPb_example
 s.png Graphic file (type png)
 
@@ -2112,19 +2177,19 @@ s.png Graphic file (type png)
 .png>
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [54]
+ [50]
 Underfull \vbox (badness 3965) has occurred while \output is active []
 
- [55 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/gPb_example
-s.png (PNG copy)>]) [56] [57
+ [51 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter2/img/gPb_example
+s.png (PNG copy)>]) [52] [53
 
-] [58]
+] [54]
 Chapitre 6.
-(./Chapters/chapter3/chapter3.tex [59
+(./Chapters/chapter3/chapter3.tex [55
 
-] [60]
+] [56]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/codage-freeman.p
-ng, id=1249, 478.78876pt x 202.53668pt>
+ng, id=1303, 478.78876pt x 202.53668pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/codage-free
 man.png Graphic file (type png)
 
@@ -2133,24 +2198,29 @@ an.png>
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[61] <info.png, id=1264, 102.784pt x 102.784pt>
+[57] <info.png, id=1318, 102.784pt x 102.784pt>
 File: info.png Graphic file (type png)
  <use info.png>
 Overfull \hbox (12.79999pt too wide) in paragraph at lines 144--145
 [][]
  []
 
+
+Underfull \vbox (badness 2393) has occurred while \output is active []
+
+ [58 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/codage-free
+man.png> </usr/share/texmf/tex/latex/upmethodology/info.png>]
 LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <10> not available
 (Font)              Font shape `T1/phv/b/n' tried instead on input line 162.
 LaTeX Font Info:    Try loading font information for T1+txtt on input line 162.
 
+
 (/usr/share/texmf-texlive/tex/latex/txfonts/t1txtt.fd
 File: t1txtt.fd 2000/12/15 v3.1
 )
 LaTeX Font Info:    Font shape `T1/phv/m/it' in size <10> not available
 (Font)              Font shape `T1/phv/m/sl' tried instead on input line 162.
- [62 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/codage-free
-man.png> </usr/share/texmf/tex/latex/upmethodology/info.png>]
+
 Underfull \hbox (badness 10000) in paragraph at lines 165--210
 
  []
@@ -2158,92 +2228,89 @@ Underfull \hbox (badness 10000) in paragraph at lines 165--210
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [63]
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [64]
+ [59]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im000.png, id=13
-35, 513.92pt x 513.92pt>
+47, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im000.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im000.png>
-Underfull \hbox (badness 10000) in paragraph at lines 234--234
+Underfull \hbox (badness 10000) in paragraph at lines 233--233
 []\T1/phv/m/n/9 (a) Ini-tia-li-sa-tion : 4
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im001.png, id=13
-36, 513.92pt x 513.92pt>
+48, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im001.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im001.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im002.png, id=13
-37, 513.92pt x 513.92pt>
+49, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im002.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im002.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im003.png, id=13
-38, 513.92pt x 513.92pt>
+50, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im003.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im003.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im007.png, id=13
-39, 513.92pt x 513.92pt>
+51, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im007.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im007.png>
-Underfull \hbox (badness 7869) in paragraph at lines 238--238
+Underfull \hbox (badness 7869) in paragraph at lines 237--237
 []\T1/phv/m/n/9 (e) Ité-ra-tion 7 : 223
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im010.png, id=13
-40, 513.92pt x 513.92pt>
+52, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im010.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im010.png>
-Underfull \hbox (badness 5519) in paragraph at lines 239--239
+Underfull \hbox (badness 5519) in paragraph at lines 238--238
 []\T1/phv/m/n/9 (f) Ité-ra-tion 10 : 244
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im013.png, id=13
-41, 513.92pt x 513.92pt>
+53, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im013.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im013.png>
-Underfull \hbox (badness 3701) in paragraph at lines 240--240
+Underfull \hbox (badness 3701) in paragraph at lines 239--239
 []\T1/phv/m/n/9 (g) Ité-ra-tion 13 : 256
  []
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im014.png, id=13
-42, 513.92pt x 513.92pt>
+54, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im014.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im014.png>
-Underfull \hbox (badness 3701) in paragraph at lines 241--241
+Underfull \hbox (badness 3701) in paragraph at lines 240--240
 []\T1/phv/m/n/9 (h) Ité-ra-tion 14 : 256
  []
 
-
+[60]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-init2.p
-ng, id=1345, 513.92pt x 513.92pt>
+ng, id=1403, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-in
 it2.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-ini
 t2.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-compini
-t2.png, id=1346, 513.92pt x 513.92pt>
+t2.png, id=1404, 513.92pt x 513.92pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-co
 mpinit2.png Graphic file (type png)
 
@@ -2253,34 +2320,31 @@ File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im014.png G
 raphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im014.png>
-[65] [66 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im000.p
-ng (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/i
-m001.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3
-/img/im002.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/ch
-apter3/img/im003.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapt
-ers/chapter3/img/im007.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE
-/Chapters/chapter3/img/im010.png (PNG copy)> </home/zulu/Documents/these_gilles
-/THESE/Chapters/chapter3/img/im013.png (PNG copy)> </home/zulu/Documents/these_
-gilles/THESE/Chapters/chapter3/img/im014.png (PNG copy)> </home/zulu/Documents/
-these_gilles/THESE/Chapters/chapter3/img/snakecpu-init2.png (PNG copy)> </home/
-zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-compinit2.png 
-(PNG copy)>]
+[61 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im000.png (P
+NG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/im001.
+png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/
+im002.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter
+3/img/im003.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/c
+hapter3/img/im007.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chap
+ters/chapter3/img/im010.png (PNG copy)> </home/zulu/Documents/these_gilles/THES
+E/Chapters/chapter3/img/im013.png (PNG copy)> </home/zulu/Documents/these_gille
+s/THESE/Chapters/chapter3/img/im014.png (PNG copy)>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-cochon4
-k-t.png, id=1374, 850.80402pt x 850.80402pt>
+k-t.png, id=1424, 850.80402pt x 850.80402pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-co
 chon4k-t.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-coc
 hon4k-t.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-cochon4
-k-128-32-t.png, id=1375, 830.98415pt x 830.98415pt>
+k-128-32-t.png, id=1425, 830.98415pt x 830.98415pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-co
 chon4k-128-32-t.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-coc
 hon4k-128-32-t.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon4kc-128-8-
-t.png, id=1376, 246.6816pt x 246.6816pt>
+t.png, id=1426, 246.6816pt x 246.6816pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon4kc-1
 28-8-t.png Graphic file (type png)
 
@@ -2289,20 +2353,30 @@ File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon4kc-1
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[67 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-coc
-hon4k-t.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/sna
-kecpu-cochon4k-128-32-t.png> </home/zulu/Documents/these_gilles/THESE/Chapters/
-chapter3/img/cochon4kc-128-8-t.png>]
+
+LaTeX Warning: `h' float specifier changed to `ht'.
+
+
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [62 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/snakecpu-in
+it2.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/
+img/snakecpu-compinit2.png (PNG copy)> </home/zulu/Documents/these_gilles/THESE
+/Chapters/chapter3/img/snakecpu-cochon4k-t.png> </home/zulu/Documents/these_gil
+les/THESE/Chapters/chapter3/img/snakecpu-cochon4k-128-32-t.png>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cpu_profil.png, 
-id=1398, 508.0581pt x 172.0026pt>
+id=1448, 508.0581pt x 172.0026pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cpu_profil.
 png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cpu_profil.p
-ng> [68 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cpu_prof
-il.png (PNG copy)>]
+ng>
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [63 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon4kc-1
+28-8-t.png>]
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/GPUcumuls.pdf_t
-<Chapters/chapter3/img/GPUcumuls.pdf, id=1407, 684.5575pt x 269.005pt>
+<Chapters/chapter3/img/GPUcumuls.pdf, id=1457, 684.5575pt x 269.005pt>
 File: Chapters/chapter3/img/GPUcumuls.pdf Graphic file (type pdf)
 
 <use Chapters/chapter3/img/GPUcumuls.pdf>)
@@ -2311,28 +2385,30 @@ LaTeX Font Info:    Font shape `T1/phv/m/it' in size <9> not available
 
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/GPUscansomblocs.
 pdf_t
-<Chapters/chapter3/img/GPUscansomblocs.pdf, id=1408, 657.45625pt x 165.61874pt>
+<Chapters/chapter3/img/GPUscansomblocs.pdf, id=1458, 657.45625pt x 165.61874pt>
 File: Chapters/chapter3/img/GPUscansomblocs.pdf Graphic file (type pdf)
 <use Chapters/chapter3/img/GPUscansomblocs.pdf>)
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/GPUaddsoms2cumul
 s.pdf_t
-<Chapters/chapter3/img/GPUaddsoms2cumuls.pdf, id=1409, 684.5575pt x 366.36874pt
+<Chapters/chapter3/img/GPUaddsoms2cumuls.pdf, id=1459, 684.5575pt x 366.36874pt
 >
 File: Chapters/chapter3/img/GPUaddsoms2cumuls.pdf Graphic file (type pdf)
- <use Chapters/chapter3/img/GPUaddsoms2cumuls.pdf>)
+ <use Chapters/chapter3/img/GPUaddsoms2cumuls.pdf>) [64 </home/zulu/Documents/t
+hese_gilles/THESE/Chapters/chapter3/img/cpu_profil.png (PNG copy)>] [65 <./Chap
+ters/chapter3/img/GPUcumuls.pdf> <./Chapters/chapter3/img/GPUscansomblocs.pdf> 
+<./Chapters/chapter3/img/GPUaddsoms2cumuls.pdf>]
+Underfull \vbox (badness 4120) has occurred while \output is active []
 
-LaTeX Warning: `h' float specifier changed to `ht'.
-
-[69] [70 <./Chapters/chapter3/img/GPUcumuls.pdf> <./Chapters/chapter3/img/GPUsc
-ansomblocs.pdf> <./Chapters/chapter3/img/GPUaddsoms2cumuls.pdf>] [71]
+ [66]
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/contribs_segment
 s.pdf_t
-<Chapters/chapter3/img/contribs_segments.pdf, id=1440, 393.47pt x 336.25626pt>
+<Chapters/chapter3/img/contribs_segments.pdf, id=1492, 393.47pt x 336.25626pt>
 File: Chapters/chapter3/img/contribs_segments.pdf Graphic file (type pdf)
 
-<use Chapters/chapter3/img/contribs_segments.pdf>)
+<use Chapters/chapter3/img/contribs_segments.pdf>) [67 <./Chapters/chapter3/img
+/contribs_segments.pdf>]
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-cpu1.png, id=1448, 172.2435pt x 149.8398pt>
+egments-cpu1.png, id=1507, 172.2435pt x 149.8398pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-cpu1.png Graphic file (type png)
 
@@ -2344,7 +2420,7 @@ Underfull \hbox (badness 10000) in paragraph at lines 410--410
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-cpu2.png, id=1449, 172.2435pt x 149.8398pt>
+egments-cpu2.png, id=1508, 172.2435pt x 149.8398pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-cpu2.png Graphic file (type png)
 
@@ -2356,7 +2432,7 @@ Underfull \hbox (badness 10000) in paragraph at lines 411--411
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-cpu3.png, id=1450, 161.1621pt x 149.8398pt>
+egments-cpu3.png, id=1509, 161.1621pt x 149.8398pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-cpu3.png Graphic file (type png)
 
@@ -2373,7 +2449,7 @@ Underfull \hbox (badness 2662) in paragraph at lines 412--412
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-gpu1.png, id=1451, 172.2435pt x 149.8398pt>
+egments-gpu1.png, id=1510, 172.2435pt x 149.8398pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-gpu1.png Graphic file (type png)
 
@@ -2415,7 +2491,7 @@ Underfull \hbox (badness 2961) in paragraph at lines 413--413
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-gpu2.png, id=1452, 172.2435pt x 149.8398pt>
+egments-gpu2.png, id=1511, 172.2435pt x 149.8398pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-gpu2.png Graphic file (type png)
 
@@ -2427,7 +2503,7 @@ Underfull \hbox (badness 1776) in paragraph at lines 414--414
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-s
-egments-gpu3.png, id=1453, 161.1621pt x 148.8762pt>
+egments-gpu3.png, id=1512, 161.1621pt x 148.8762pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contr
 ibs-segments-gpu3.png Graphic file (type png)
 
@@ -2445,15 +2521,15 @@ Underfull \hbox (badness 4927) in paragraph at lines 415--415
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [72 <./Chapters/chapter3/img/contribs_segments.pdf>] [73 </home/zulu/Documents
-/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-segments-cpu1.png> </h
+ [68]
+[69 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contri
+bs-segments-cpu1.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter
+3/img/cycle-contribs-segments-cpu2.png> </home/zulu/Documents/these_gilles/THES
+E/Chapters/chapter3/img/cycle-contribs-segments-cpu3.png> </home/zulu/Documents
+/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-segments-gpu1.png> </h
 ome/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-segm
-ents-cpu2.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/c
-ycle-contribs-segments-cpu3.png> </home/zulu/Documents/these_gilles/THESE/Chapt
-ers/chapter3/img/cycle-contribs-segments-gpu1.png> </home/zulu/Documents/these_
-gilles/THESE/Chapters/chapter3/img/cycle-contribs-segments-gpu2.png> </home/zul
-u/Documents/these_gilles/THESE/Chapters/chapter3/img/cycle-contribs-segments-gp
-u3.png>]
+ents-gpu2.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/c
+ycle-contribs-segments-gpu3.png>]
 
 Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding):
 (hyperref)                removing `math shift' on input line 438.
@@ -2476,46 +2552,43 @@ Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding):
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixels2.p
-ng, id=1483, 237.2865pt x 130.8087pt>
+ng, id=1538, 237.2865pt x 130.8087pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixe
 ls2.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixel
 s2.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixels1.p
-ng, id=1484, 237.2865pt x 130.8087pt>
+ng, id=1539, 237.2865pt x 130.8087pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixe
 ls1.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixel
 s1.png>
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixels3.p
-ng, id=1485, 340.8735pt x 38.7849pt>
+ng, id=1540, 340.8735pt x 38.7849pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixe
 ls3.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixel
-s3.png> [74]
+s3.png> [70 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coef
+fs-pixels2.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/
+coeffs-pixels1.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/
+img/coeffs-pixels3.png>]
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
 
 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon_it5_point
-s.png, id=1496, 192.72pt x 132.495pt>
+s.png, id=1557, 192.72pt x 132.495pt>
 File: /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon_it5_
 points.png Graphic file (type png)
 
 <use /home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/cochon_it5_p
-oints.png>
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [75 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-pixe
-ls2.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coeffs-
-pixels1.png> </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/coe
-ffs-pixels3.png>] [76 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter
-3/img/cochon_it5_points.png>]
+oints.png> [71] [72 </home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/
+img/cochon_it5_points.png>]
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/smart_init1.pdf_
-t <Chapters/chapter3/img/smart_init1.pdf, id=1522, 542.025pt x 516.93124pt>
+t <Chapters/chapter3/img/smart_init1.pdf, id=1580, 542.025pt x 516.93124pt>
 File: Chapters/chapter3/img/smart_init1.pdf Graphic file (type pdf)
 
 <use Chapters/chapter3/img/smart_init1.pdf>
@@ -2531,202 +2604,231 @@ LaTeX Font Warning: Font shape `U/bbold/m/n' in size <13.99994> not available
 
 )
 (/home/zulu/Documents/these_gilles/THESE/Chapters/chapter3/img/smart_init2.pdf_
-t <Chapters/chapter3/img/smart_init2.pdf, id=1523, 545.03625pt x 516.93124pt>
+t <Chapters/chapter3/img/smart_init2.pdf, id=1581, 545.03625pt x 516.93124pt>
 File: Chapters/chapter3/img/smart_init2.pdf Graphic file (type pdf)
 
-<use Chapters/chapter3/img/smart_init2.pdf>) [77 <./Chapters/chapter3/img/smart
-_init1.pdf> <./Chapters/chapter3/img/smart_init2.pdf>])
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [78]
-[79] [80
-
-]
+<use Chapters/chapter3/img/smart_init2.pdf>) [73 <./Chapters/chapter3/img/smart
+_init1.pdf> <./Chapters/chapter3/img/smart_init2.pdf>]) [74]
 Chapitre 7.
 (./Chapters/chapter4/chapter4.tex
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [81]
-<Chapters/chapter4/img/P5Q1.jpg, id=1566, 227.6505pt x 149.77957pt>
+ [75
+
+]
+<Chapters/chapter4/img/P5Q1.jpg, id=1613, 227.6505pt x 149.77957pt>
 File: Chapters/chapter4/img/P5Q1.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/P5Q1.jpg>
-<Chapters/chapter4/img/illustration_mv.jpg, id=1568, 41.61215pt x 18.70769pt>
+<Chapters/chapter4/img/illustration_mv.jpg, id=1615, 41.61215pt x 18.70769pt>
 File: Chapters/chapter4/img/illustration_mv.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/illustration_mv.jpg>
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[82 <./Chapters/chapter4/img/P5Q1.jpg>] [83 <./Chapters/chapter4/img/illustrati
+
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 76 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[76 <./Chapters/chapter4/img/P5Q1.jpg>] [77 <./Chapters/chapter4/img/illustrati
 on_mv.jpg>]
-<Chapters/chapter4/img/exemple_extension_1.jpg, id=1590, 41.2565pt x 26.03427pt
+<Chapters/chapter4/img/exemple_extension_1.jpg, id=1639, 41.2565pt x 26.03427pt
 >
 File: Chapters/chapter4/img/exemple_extension_1.jpg Graphic file (type jpg)
- <use Chapters/chapter4/img/exemple_extension_1.jpg> [84 <./Chapters/chapter4/i
-mg/exemple_extension_1.jpg>] [85]
-<Chapters/chapter4/img/PI-LD_detail_3.jpg, id=1619, 98.2872pt x 57.27397pt>
+ <use Chapters/chapter4/img/exemple_extension_1.jpg>
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 78 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[78 <./Chapters/chapter4/img/exemple_extension_1.jpg>]
+Overfull \hbox (19.69516pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 7.3.  MODÉLISATION DES ISOLINES POUR L'IMPLÉMENTATION PARALL
+ÈLE SUR GPU \T1/phv/m/n/10.95 79
+ []
+
+[79]
+<Chapters/chapter4/img/PI-LD_detail_3.jpg, id=1664, 98.2872pt x 57.27397pt>
 File: Chapters/chapter4/img/PI-LD_detail_3.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/PI-LD_detail_3.jpg>
-Underfull \hbox (badness 10000) in paragraph at lines 156--156
+Underfull \hbox (badness 10000) in paragraph at lines 162--162
 []\T1/phv/m/n/9 (a) Iso-line com-pre-nant
  []
 
 
-<Chapters/chapter4/img/PI-LD_detail_sub1.jpg, id=1620, 96.66112pt x 58.35803pt>
+<Chapters/chapter4/img/PI-LD_detail_sub1.jpg, id=1665, 96.66112pt x 58.35803pt>
 File: Chapters/chapter4/img/PI-LD_detail_sub1.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-LD_detail_sub1.jpg>
-Underfull \hbox (badness 10000) in paragraph at lines 157--157
+Underfull \hbox (badness 10000) in paragraph at lines 163--163
 []\T1/phv/m/n/9 (b) Pre-mier seg-ment
  []
 
 
-<Chapters/chapter4/img/PI-LD_detail_sub2.jpg, id=1621, 96.66112pt x 57.27397pt>
+<Chapters/chapter4/img/PI-LD_detail_sub2.jpg, id=1666, 96.66112pt x 57.27397pt>
 File: Chapters/chapter4/img/PI-LD_detail_sub2.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-LD_detail_sub2.jpg>
-Underfull \hbox (badness 4543) in paragraph at lines 158--158
+Underfull \hbox (badness 4543) in paragraph at lines 164--164
 []\T1/phv/m/n/9 (c) Deuxième seg-ment
  []
 
 
-<Chapters/chapter4/img/PI-LD_detail_sub3.jpg, id=1622, 96.66112pt x 56.00925pt>
+<Chapters/chapter4/img/PI-LD_detail_sub3.jpg, id=1667, 96.66112pt x 56.00925pt>
 File: Chapters/chapter4/img/PI-LD_detail_sub3.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-LD_detail_sub3.jpg>
-Underfull \hbox (badness 7777) in paragraph at lines 159--159
+Underfull \hbox (badness 7777) in paragraph at lines 165--165
 []\T1/phv/m/n/9 (d) Troi-sième seg-ment
  []
 
-<Chapters/chapter4/img/PI-LD_detail_sub4.jpg, id=1623, 96.66112pt x 57.816pt>
+<Chapters/chapter4/img/PI-LD_detail_sub4.jpg, id=1668, 96.66112pt x 57.816pt>
 File: Chapters/chapter4/img/PI-LD_detail_sub4.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/PI-LD_detail_sub4.jpg>
-Underfull \hbox (badness 1803) in paragraph at lines 160--160
+Underfull \hbox (badness 1803) in paragraph at lines 166--166
 []\T1/phv/m/n/9 (e) Qua-trième seg-ment
  []
 
 
-<Chapters/chapter4/img/PI-LD_detail_sub5.jpg, id=1624, 96.66112pt x 58.35803pt>
+<Chapters/chapter4/img/PI-LD_detail_sub5.jpg, id=1669, 96.66112pt x 58.35803pt>
 File: Chapters/chapter4/img/PI-LD_detail_sub5.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-LD_detail_sub5.jpg>
-Underfull \hbox (badness 3746) in paragraph at lines 161--161
+Underfull \hbox (badness 3746) in paragraph at lines 167--167
 []\T1/phv/m/n/9 (f) Cin-quième seg-ment
  []
 
-<Chapters/chapter4/img/lansel/airplane.png, id=1628, 513.92pt x 513.92pt>
+
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 80 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[80 <./Chapters/chapter4/img/PI-LD_detail_3.jpg> <./Chapters/chapter4/img/PI-LD
+_detail_sub1.jpg> <./Chapters/chapter4/img/PI-LD_detail_sub2.jpg> <./Chapters/c
+hapter4/img/PI-LD_detail_sub3.jpg> <./Chapters/chapter4/img/PI-LD_detail_sub4.j
+pg> <./Chapters/chapter4/img/PI-LD_detail_sub5.jpg>]
+<Chapters/chapter4/img/lansel/airplane.png, id=1684, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/airplane.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/airplane.png>
-<Chapters/chapter4/img/lansel/boat.png, id=1629, 30.8352pt x 30.8352pt>
+<Chapters/chapter4/img/lansel/boat.png, id=1685, 30.8352pt x 30.8352pt>
 File: Chapters/chapter4/img/lansel/boat.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/boat.png>
-<Chapters/chapter4/img/lansel/barbara.png, id=1630, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/barbara.png, id=1686, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/barbara.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/barbara.png>
-<Chapters/chapter4/img/lansel/couple.png, id=1631, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/couple.png, id=1687, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/couple.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/couple.png>
-<Chapters/chapter4/img/lansel/elaine.png, id=1632, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/elaine.png, id=1688, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/elaine.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/elaine.png>
-<Chapters/chapter4/img/lansel/fingerprint.png, id=1633, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/fingerprint.png, id=1689, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/fingerprint.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/fingerprint.png>
-<Chapters/chapter4/img/lansel/goldhill.png, id=1634, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/goldhill.png, id=1690, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/goldhill.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/goldhill.png>
-<Chapters/chapter4/img/lansel/lena.png, id=1635, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/lena.png, id=1691, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/lena.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/lena.png>
-<Chapters/chapter4/img/lansel/man.png, id=1636, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/man.png, id=1692, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/man.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/man.png>
-<Chapters/chapter4/img/lansel/mandrill.png, id=1637, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/mandrill.png, id=1693, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/mandrill.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/mandrill.png>
-<Chapters/chapter4/img/lansel/peppers.png, id=1638, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/peppers.png, id=1694, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/peppers.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/peppers.png>
-<Chapters/chapter4/img/lansel/stream.png, id=1639, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/stream.png, id=1695, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/stream.png Graphic file (type png)
 
 <use Chapters/chapter4/img/lansel/stream.png>
-<Chapters/chapter4/img/lansel/zelda.png, id=1640, 513.92pt x 513.92pt>
+<Chapters/chapter4/img/lansel/zelda.png, id=1696, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/lansel/zelda.png Graphic file (type png)
 
-<use Chapters/chapter4/img/lansel/zelda.png> [86 <./Chapters/chapter4/img/PI-LD
-_detail_3.jpg> <./Chapters/chapter4/img/PI-LD_detail_sub1.jpg> <./Chapters/chap
-ter4/img/PI-LD_detail_sub2.jpg> <./Chapters/chapter4/img/PI-LD_detail_sub3.jpg>
- <./Chapters/chapter4/img/PI-LD_detail_sub4.jpg> <./Chapters/chapter4/img/PI-LD
-_detail_sub5.jpg>]
-<Chapters/chapter4/img/histodir.png, id=1656, 1027.84pt x 1545.775pt>
+<use Chapters/chapter4/img/lansel/zelda.png>
+<Chapters/chapter4/img/histodir.png, id=1699, 1027.84pt x 1545.775pt>
 File: Chapters/chapter4/img/histodir.png Graphic file (type png)
 
 <use Chapters/chapter4/img/histodir.png>
-<Chapters/chapter4/img/hist_seg1_airplane_25_l3.png, id=1657, 1204.5pt x 903.37
+
+LaTeX Warning: `h' float specifier changed to `ht'.
+
+
+<Chapters/chapter4/img/hist_seg1_airplane_25_l3.png, id=1700, 1204.5pt x 903.37
 5pt>
 File: Chapters/chapter4/img/hist_seg1_airplane_25_l3.png Graphic file (type png
 )
  <use Chapters/chapter4/img/hist_seg1_airplane_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_barbara_25_l3.png, id=1658, 1204.5pt x 903.375
+<Chapters/chapter4/img/hist_seg1_barbara_25_l3.png, id=1701, 1204.5pt x 903.375
 pt>
 File: Chapters/chapter4/img/hist_seg1_barbara_25_l3.png Graphic file (type png)
 
  <use Chapters/chapter4/img/hist_seg1_barbara_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_boat_25_l3.png, id=1659, 1204.5pt x 903.375pt>
+<Chapters/chapter4/img/hist_seg1_boat_25_l3.png, id=1702, 1204.5pt x 903.375pt>
 File: Chapters/chapter4/img/hist_seg1_boat_25_l3.png Graphic file (type png)
 <use Chapters/chapter4/img/hist_seg1_boat_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_couple_25_l3.png, id=1660, 1204.5pt x 903.375p
+<Chapters/chapter4/img/hist_seg1_couple_25_l3.png, id=1703, 1204.5pt x 903.375p
 t>
 File: Chapters/chapter4/img/hist_seg1_couple_25_l3.png Graphic file (type png)
  <use Chapters/chapter4/img/hist_seg1_couple_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_elaine_25_l3.png, id=1661, 1204.5pt x 903.375p
+<Chapters/chapter4/img/hist_seg1_elaine_25_l3.png, id=1704, 1204.5pt x 903.375p
 t>
 File: Chapters/chapter4/img/hist_seg1_elaine_25_l3.png Graphic file (type png)
  <use Chapters/chapter4/img/hist_seg1_elaine_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_finger_25_l3.png, id=1662, 1204.5pt x 903.375p
+<Chapters/chapter4/img/hist_seg1_finger_25_l3.png, id=1705, 1204.5pt x 903.375p
 t>
 File: Chapters/chapter4/img/hist_seg1_finger_25_l3.png Graphic file (type png)
  <use Chapters/chapter4/img/hist_seg1_finger_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_goldhill_25_l3.png, id=1663, 1204.5pt x 903.37
+<Chapters/chapter4/img/hist_seg1_goldhill_25_l3.png, id=1706, 1204.5pt x 903.37
 5pt>
 File: Chapters/chapter4/img/hist_seg1_goldhill_25_l3.png Graphic file (type png
 )
  <use Chapters/chapter4/img/hist_seg1_goldhill_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_lena_25_l3.png, id=1664, 1204.5pt x 903.375pt>
+<Chapters/chapter4/img/hist_seg1_lena_25_l3.png, id=1707, 1204.5pt x 903.375pt>
 File: Chapters/chapter4/img/hist_seg1_lena_25_l3.png Graphic file (type png)
 <use Chapters/chapter4/img/hist_seg1_lena_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_man_25_l3.png, id=1665, 1204.5pt x 903.375pt>
+<Chapters/chapter4/img/hist_seg1_man_25_l3.png, id=1708, 1204.5pt x 903.375pt>
 File: Chapters/chapter4/img/hist_seg1_man_25_l3.png Graphic file (type png)
 
 <use Chapters/chapter4/img/hist_seg1_man_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_peppers_25_l3.png, id=1666, 1204.5pt x 903.375
+<Chapters/chapter4/img/hist_seg1_peppers_25_l3.png, id=1709, 1204.5pt x 903.375
 pt>
 File: Chapters/chapter4/img/hist_seg1_peppers_25_l3.png Graphic file (type png)
 
  <use Chapters/chapter4/img/hist_seg1_peppers_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_stream_25_l3.png, id=1667, 1204.5pt x 903.375p
+<Chapters/chapter4/img/hist_seg1_stream_25_l3.png, id=1710, 1204.5pt x 903.375p
 t>
 File: Chapters/chapter4/img/hist_seg1_stream_25_l3.png Graphic file (type png)
  <use Chapters/chapter4/img/hist_seg1_stream_25_l3.png>
-<Chapters/chapter4/img/hist_seg1_zelda_25_l3.png, id=1668, 1204.5pt x 903.375pt
+<Chapters/chapter4/img/hist_seg1_zelda_25_l3.png, id=1711, 1204.5pt x 903.375pt
 >
 File: Chapters/chapter4/img/hist_seg1_zelda_25_l3.png Graphic file (type png)
  <use Chapters/chapter4/img/hist_seg1_zelda_25_l3.png>
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[87 <./Chapters/chapter4/img/lansel/airplane.png (PNG copy)> <./Chapters/chapte
+
+Overfull \hbox (19.69516pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 7.3.  MODÉLISATION DES ISOLINES POUR L'IMPLÉMENTATION PARALL
+ÈLE SUR GPU \T1/phv/m/n/10.95 81
+ []
+
+[81 <./Chapters/chapter4/img/lansel/airplane.png (PNG copy)> <./Chapters/chapte
 r4/img/lansel/boat.png (PNG copy)> <./Chapters/chapter4/img/lansel/barbara.png 
 (PNG copy)> <./Chapters/chapter4/img/lansel/couple.png (PNG copy)> <./Chapters/
 chapter4/img/lansel/elaine.png (PNG copy)> <./Chapters/chapter4/img/lansel/fing
@@ -2735,402 +2837,498 @@ erprint.png (PNG copy)> <./Chapters/chapter4/img/lansel/goldhill.png (PNG copy)
 /lansel/man.png (PNG copy)> <./Chapters/chapter4/img/lansel/mandrill.png (PNG c
 opy)> <./Chapters/chapter4/img/lansel/peppers.png (PNG copy)> <./Chapters/chapt
 er4/img/lansel/stream.png (PNG copy)> <./Chapters/chapter4/img/lansel/zelda.png
- (PNG copy)> <./Chapters/chapter4/img/histodir.png>] [88 <./Chapters/chapter4/i
-mg/hist_seg1_airplane_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_
-barbara_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_boat_25_l3.png
- (PNG copy)> <./Chapters/chapter4/img/hist_seg1_couple_25_l3.png (PNG copy)> <.
-/Chapters/chapter4/img/hist_seg1_elaine_25_l3.png (PNG copy)> <./Chapters/chapt
-er4/img/hist_seg1_finger_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_se
-g1_goldhill_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_lena_25_l3
-.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_man_25_l3.png (PNG copy)> <
-./Chapters/chapter4/img/hist_seg1_peppers_25_l3.png (PNG copy)> <./Chapters/cha
-pter4/img/hist_seg1_stream_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_
-seg1_zelda_25_l3.png (PNG copy)>]
-<Chapters/chapter4/img/PI-PD_detail_sub1.jpg, id=1712, 60.52612pt x 43.00066pt>
+ (PNG copy)>]
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 82 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[82 <./Chapters/chapter4/img/histodir.png> <./Chapters/chapter4/img/hist_seg1_a
+irplane_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_barbara_25_l3.
+png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_boat_25_l3.png (PNG copy)> <
+./Chapters/chapter4/img/hist_seg1_couple_25_l3.png (PNG copy)> <./Chapters/chap
+ter4/img/hist_seg1_elaine_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_s
+eg1_finger_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_goldhill_25
+_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_lena_25_l3.png (PNG copy
+)> <./Chapters/chapter4/img/hist_seg1_man_25_l3.png (PNG copy)> <./Chapters/cha
+pter4/img/hist_seg1_peppers_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist
+_seg1_stream_25_l3.png (PNG copy)> <./Chapters/chapter4/img/hist_seg1_zelda_25_
+l3.png (PNG copy)>]
+<Chapters/chapter4/img/PI-PD_detail_sub1.jpg, id=1754, 60.52612pt x 43.00066pt>
 File: Chapters/chapter4/img/PI-PD_detail_sub1.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-PD_detail_sub1.jpg>
-<Chapters/chapter4/img/PI-PD_detail_sub2.jpg, id=1713, 132.9768pt x 91.0602pt>
+<Chapters/chapter4/img/PI-PD_detail_sub2.jpg, id=1755, 132.9768pt x 91.0602pt>
 File: Chapters/chapter4/img/PI-PD_detail_sub2.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/PI-PD_detail_sub2.jpg>
-<Chapters/chapter4/img/PI-PD_detail_sub3.jpg, id=1714, 115.99335pt x 78.7743pt>
+<Chapters/chapter4/img/PI-PD_detail_sub3.jpg, id=1756, 115.99335pt x 78.7743pt>
 File: Chapters/chapter4/img/PI-PD_detail_sub3.jpg Graphic file (type jpg)
 <use Chapters/chapter4/img/PI-PD_detail_sub3.jpg>
-Underfull \hbox (badness 2726) in paragraph at lines 248--248
+Underfull \hbox (badness 2726) in paragraph at lines 254--254
 \OML/txmi/m/it/9 p[]$ \T1/phv/m/n/9 et ap-pli-qué en $\OT1/txr/m/n/9 (\OML/txmi
 /m/it/9 i[]; j[]\OT1/txr/m/n/9 )$\T1/phv/m/n/9 .
  []
 
 
-<Chapters/chapter4/img/PI-PD_detail_sub4.jpg, id=1715, 77.3289pt x 39.92917pt>
+<Chapters/chapter4/img/PI-PD_detail_sub4.jpg, id=1757, 77.3289pt x 39.92917pt>
 File: Chapters/chapter4/img/PI-PD_detail_sub4.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/PI-PD_detail_sub4.jpg>
-Underfull \hbox (badness 10000) in paragraph at lines 249--249
+Underfull \hbox (badness 10000) in paragraph at lines 255--255
 []\T1/phv/m/n/9 (d) Si l'al-lon-ge-
  []
 
 
-Underfull \hbox (badness 10000) in paragraph at lines 249--249
+Underfull \hbox (badness 10000) in paragraph at lines 255--255
 \T1/phv/m/n/9 est dé-fi-ni-ti-ve-ment
  []
 
-[89 <./Chapters/chapter4/img/PI-PD_detail_sub1.jpg> <./Chapters/chapter4/img/PI
--PD_detail_sub2.jpg> <./Chapters/chapter4/img/PI-PD_detail_sub3.jpg> <./Chapter
-s/chapter4/img/PI-PD_detail_sub4.jpg>]
-<Chapters/chapter4/img/airplane.png, id=1732, 513.92pt x 513.92pt>
+
+LaTeX Warning: `h' float specifier changed to `ht'.
+
+
+Overfull \hbox (19.69516pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 7.3.  MODÉLISATION DES ISOLINES POUR L'IMPLÉMENTATION PARALL
+ÈLE SUR GPU \T1/phv/m/n/10.95 83
+ []
+
+[83] <Chapters/chapter4/img/airplane.png, id=1782, 513.92pt x 513.92pt>
 File: Chapters/chapter4/img/airplane.png Graphic file (type png)
 
 <use Chapters/chapter4/img/airplane.png>
-<Chapters/chapter4/img/zoom_windows_A.png, id=1733, 152.9997pt x 140.1893pt>
+<Chapters/chapter4/img/zoom_windows_A.png, id=1783, 152.9997pt x 140.1893pt>
 File: Chapters/chapter4/img/zoom_windows_A.png Graphic file (type png)
 
-<use Chapters/chapter4/img/zoom_windows_A.png> [90 <./Chapters/chapter4/img/air
-plane.png (PNG copy)> <./Chapters/chapter4/img/zoom_windows_A.png>]
-<Chapters/chapter4/img/zoom_edge_ref2.jpg, id=1757, 96.66112pt x 69.92122pt>
+<use Chapters/chapter4/img/zoom_windows_A.png>
+
+LaTeX Warning: `h' float specifier changed to `ht'.
+
+
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 84 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[84 <./Chapters/chapter4/img/PI-PD_detail_sub1.jpg> <./Chapters/chapter4/img/PI
+-PD_detail_sub2.jpg> <./Chapters/chapter4/img/PI-PD_detail_sub3.jpg> <./Chapter
+s/chapter4/img/PI-PD_detail_sub4.jpg>]
+<Chapters/chapter4/img/zoom_edge_ref2.jpg, id=1802, 96.66112pt x 69.92122pt>
 File: Chapters/chapter4/img/zoom_edge_ref2.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/zoom_edge_ref2.jpg>
-<Chapters/chapter4/img/zoom_edge_bruit.jpg, id=1758, 96.66112pt x 83.1105pt>
+<Chapters/chapter4/img/zoom_edge_bruit.jpg, id=1803, 96.66112pt x 83.1105pt>
 File: Chapters/chapter4/img/zoom_edge_bruit.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/zoom_edge_bruit.jpg>
-<Chapters/chapter4/img/zoom_edge2_bruit.jpg, id=1759, 96.66112pt x 83.1105pt>
+<Chapters/chapter4/img/zoom_edge2_bruit.jpg, id=1804, 96.66112pt x 83.1105pt>
 File: Chapters/chapter4/img/zoom_edge2_bruit.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/zoom_edge2_bruit.jpg>
-<Chapters/chapter4/img/zoom_edge1_2D_superpose3.jpg, id=1760, 96.66112pt x 106.
+<Chapters/chapter4/img/zoom_edge1_2D_superpose3.jpg, id=1805, 96.66112pt x 106.
 59825pt>
 File: Chapters/chapter4/img/zoom_edge1_2D_superpose3.jpg Graphic file (type jpg
 )
  <use Chapters/chapter4/img/zoom_edge1_2D_superpose3.jpg>
-Underfull \hbox (badness 7081) in paragraph at lines 349--349
+Underfull \hbox (badness 7081) in paragraph at lines 355--355
 []\T1/phv/m/n/9 (d) Di-rec-tions dé-ter-mi-
  []
 
 
-<Chapters/chapter4/img/zoom_edge2_2D_superpose2.jpg, id=1761, 96.66112pt x 106.
+<Chapters/chapter4/img/zoom_edge2_2D_superpose2.jpg, id=1806, 96.66112pt x 106.
 59825pt>
 File: Chapters/chapter4/img/zoom_edge2_2D_superpose2.jpg Graphic file (type jpg
 )
  <use Chapters/chapter4/img/zoom_edge2_2D_superpose2.jpg>
-Underfull \hbox (badness 7081) in paragraph at lines 350--350
+Underfull \hbox (badness 7081) in paragraph at lines 356--356
 []\T1/phv/m/n/9 (e) Di-rec-tions dé-ter-mi-
  []
 
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-[91]
-<Chapters/chapter4/img/pattern_detecteur-f.png, id=1792, 483.41138pt x 369.3263
+
+Overfull \hbox (19.69516pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 7.3.  MODÉLISATION DES ISOLINES POUR L'IMPLÉMENTATION PARALL
+ÈLE SUR GPU \T1/phv/m/n/10.95 85
+ []
+
+[85]
+<Chapters/chapter4/img/pattern_detecteur-f.png, id=1834, 483.41138pt x 369.3263
 pt>
 File: Chapters/chapter4/img/pattern_detecteur-f.png Graphic file (type png)
  <use Chapters/chapter4/img/pattern_detecteur-f.png>
 Underfull \vbox (badness 3039) has occurred while \output is active []
 
- [92]
-[93 <./Chapters/chapter4/img/zoom_edge_ref2.jpg> <./Chapters/chapter4/img/zoom_
-edge_bruit.jpg> <./Chapters/chapter4/img/zoom_edge2_bruit.jpg> <./Chapters/chap
-ter4/img/zoom_edge1_2D_superpose3.jpg> <./Chapters/chapter4/img/zoom_edge2_2D_s
-uperpose2.jpg>]
-<Chapters/chapter4/img/airplane_noisy_small.jpg, id=1832, 96.8418pt x 96.8418pt
+
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 86 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[86]
+<Chapters/chapter4/img/airplane_noisy_small.jpg, id=1869, 96.8418pt x 96.8418pt
 >
 File: Chapters/chapter4/img/airplane_noisy_small.jpg Graphic file (type jpg)
  <use Chapters/chapter4/img/airplane_noisy_small.jpg>
-<Chapters/chapter4/img/img_bords_T2_small.jpg, id=1833, 96.8418pt x 96.8418pt>
+<Chapters/chapter4/img/img_bords_T2_small.jpg, id=1870, 96.8418pt x 96.8418pt>
 File: Chapters/chapter4/img/img_bords_T2_small.jpg Graphic file (type jpg)
 
 <use Chapters/chapter4/img/img_bords_T2_small.jpg>
-Underfull \hbox (badness 10000) in paragraph at lines 403--403
+Underfull \hbox (badness 10000) in paragraph at lines 409--409
 []\T1/phv/m/n/9 (b) Clas-si-fi-ca-tion des
  []
 
-[94 <./Chapters/chapter4/img/pattern_detecteur-f.png (PNG copy)> <./Chapters/ch
-apter4/img/airplane_noisy_small.jpg> <./Chapters/chapter4/img/img_bords_T2_smal
-l.jpg>]
-<Chapters/chapter4/img/resultat/airplane_25_noisy.png, id=1846, 513.92pt x 513.
+
+LaTeX Warning: `h' float specifier changed to `ht'.
+
+
+Overfull \hbox (19.69516pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 7.3.  MODÉLISATION DES ISOLINES POUR L'IMPLÉMENTATION PARALL
+ÈLE SUR GPU \T1/phv/m/n/10.95 87
+ []
+
+[87 <./Chapters/chapter4/img/airplane.png (PNG copy)> <./Chapters/chapter4/img/
+zoom_windows_A.png>]
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 88 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[88 <./Chapters/chapter4/img/zoom_edge_ref2.jpg> <./Chapters/chapter4/img/zoom_
+edge_bruit.jpg> <./Chapters/chapter4/img/zoom_edge2_bruit.jpg> <./Chapters/chap
+ter4/img/zoom_edge1_2D_superpose3.jpg> <./Chapters/chapter4/img/zoom_edge2_2D_s
+uperpose2.jpg>]
+<Chapters/chapter4/img/resultat/airplane_25_noisy.png, id=1889, 513.92pt x 513.
 92pt>
 File: Chapters/chapter4/img/resultat/airplane_25_noisy.png Graphic file (type p
 ng)
  <use Chapters/chapter4/img/resultat/airplane_25_noisy.png>
-Underfull \hbox (badness 10000) in paragraph at lines 468--468
+Underfull \hbox (badness 10000) in paragraph at lines 475--475
 []\T1/phv/m/n/9 (a) Image \T1/phv/m/sl/9 air-plane
  []
 
 
-<Chapters/chapter4/img/resultat/airplane_mean5.png, id=1847, 513.92pt x 513.92p
+<Chapters/chapter4/img/resultat/airplane_mean5.png, id=1890, 513.92pt x 513.92p
 t>
 File: Chapters/chapter4/img/resultat/airplane_mean5.png Graphic file (type png)
 
  <use Chapters/chapter4/img/resultat/airplane_mean5.png>
-Underfull \hbox (badness 1442) in paragraph at lines 469--469
+Underfull \hbox (badness 1442) in paragraph at lines 476--476
 \T1/phv/m/n/9 trée par moyen-neur
  []
 
 
-<Chapters/chapter4/img/resultat/airplane_25_noisy_6_r50_T10_P2.png, id=1848, 51
+<Chapters/chapter4/img/resultat/airplane_25_noisy_6_r50_T10_P2.png, id=1891, 51
 3.92pt x 513.92pt>
 File: Chapters/chapter4/img/resultat/airplane_25_noisy_6_r50_T10_P2.png Graphic
  file (type png)
 
 <use Chapters/chapter4/img/resultat/airplane_25_noisy_6_r50_T10_P2.png>
-Underfull \hbox (badness 2495) in paragraph at lines 470--470
+Underfull \hbox (badness 2495) in paragraph at lines 477--477
 \T1/phv/m/n/9 trée par PI-PD hy-
  []
 
 
-<Chapters/chapter4/img/resultat/airplane_bm3d.png, id=1849, 513.92pt x 513.92pt
+<Chapters/chapter4/img/resultat/airplane_bm3d.png, id=1892, 513.92pt x 513.92pt
 >
 File: Chapters/chapter4/img/resultat/airplane_bm3d.png Graphic file (type png)
  <use Chapters/chapter4/img/resultat/airplane_bm3d.png>
-<Chapters/chapter4/img/resultat/airplane_25_noisy_zoom.jpg, id=1850, 96.66112pt
+<Chapters/chapter4/img/resultat/airplane_25_noisy_zoom.jpg, id=1893, 96.66112pt
  x 68.47583pt>
 File: Chapters/chapter4/img/resultat/airplane_25_noisy_zoom.jpg Graphic file (t
 ype jpg)
  <use Chapters/chapter4/img/resultat/airplane_25_noisy_zoom.jpg>
-<Chapters/chapter4/img/resultat/airplane_25_mean5_zoom.jpg, id=1851, 96.29977pt
+<Chapters/chapter4/img/resultat/airplane_25_mean5_zoom.jpg, id=1894, 96.29977pt
  x 69.19853pt>
 File: Chapters/chapter4/img/resultat/airplane_25_mean5_zoom.jpg Graphic file (t
 ype jpg)
  <use Chapters/chapter4/img/resultat/airplane_25_mean5_zoom.jpg>
-<Chapters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.jpg, id=1852,
+<Chapters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.jpg, id=1895,
  96.66112pt x 68.47583pt>
 File: Chapters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.jpg Grap
 hic file (type jpg)
 
 <use Chapters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.jpg>
-<Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg, id=1853, 96.66112pt x 6
+<Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg, id=1896, 96.66112pt x 6
 8.47583pt>
 File: Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg Graphic file (type 
 jpg)
- <use Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg> [95 <./Chapters/ch
-apter4/img/resultat/airplane_25_noisy.png (PNG copy)> <./Chapters/chapter4/img/
-resultat/airplane_mean5.png (PNG copy)> <./Chapters/chapter4/img/resultat/airpl
-ane_25_noisy_6_r50_T10_P2.png (PNG copy)> <./Chapters/chapter4/img/resultat/air
-plane_bm3d.png (PNG copy)> <./Chapters/chapter4/img/resultat/airplane_25_noisy_
-zoom.jpg> <./Chapters/chapter4/img/resultat/airplane_25_mean5_zoom.jpg> <./Chap
-ters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.jpg> <./Chapters/c
-hapter4/img/resultat/airplane_bm3d_zoom.jpg>] [96]
-<Chapters/chapter4/img/tid2008-petit/0.png, id=1883, 513.92pt x 385.44pt>
+ <use Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg> [89 <./Chapters/ch
+apter4/img/pattern_detecteur-f.png (PNG copy)> <./Chapters/chapter4/img/airplan
+e_noisy_small.jpg> <./Chapters/chapter4/img/img_bords_T2_small.jpg>]
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 90 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[90 <./Chapters/chapter4/img/resultat/airplane_25_noisy.png (PNG copy)> <./Chap
+ters/chapter4/img/resultat/airplane_mean5.png (PNG copy)> <./Chapters/chapter4/
+img/resultat/airplane_25_noisy_6_r50_T10_P2.png (PNG copy)> <./Chapters/chapter
+4/img/resultat/airplane_bm3d.png (PNG copy)> <./Chapters/chapter4/img/resultat/
+airplane_25_noisy_zoom.jpg> <./Chapters/chapter4/img/resultat/airplane_25_mean5
+_zoom.jpg> <./Chapters/chapter4/img/resultat/airplane_zoom_hybrid_6_r50_T10_P2.
+jpg> <./Chapters/chapter4/img/resultat/airplane_bm3d_zoom.jpg>]
+<Chapters/chapter4/img/tid2008-petit/0.png, id=1926, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/0.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/0.png>
-<Chapters/chapter4/img/tid2008-petit/1.png, id=1884, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/1.png, id=1927, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/1.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/1.png>
-<Chapters/chapter4/img/tid2008-petit/2.png, id=1885, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/2.png, id=1928, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/2.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/2.png>
-<Chapters/chapter4/img/tid2008-petit/3.png, id=1886, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/3.png, id=1929, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/3.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/3.png>
-<Chapters/chapter4/img/tid2008-petit/4.png, id=1887, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/4.png, id=1930, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/4.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/4.png>
-<Chapters/chapter4/img/tid2008-petit/5.png, id=1888, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/5.png, id=1931, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/5.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/5.png>
-<Chapters/chapter4/img/tid2008-petit/6.png, id=1889, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/6.png, id=1932, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/6.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/6.png>
-<Chapters/chapter4/img/tid2008-petit/7.png, id=1890, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/7.png, id=1933, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/7.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/7.png>
-<Chapters/chapter4/img/tid2008-petit/8.png, id=1891, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/8.png, id=1934, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/8.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/8.png>
-<Chapters/chapter4/img/tid2008-petit/9.png, id=1892, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/9.png, id=1935, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/9.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/9.png>
-<Chapters/chapter4/img/tid2008-petit/10.png, id=1893, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/10.png, id=1936, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/10.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/10.png>
-<Chapters/chapter4/img/tid2008-petit/11.png, id=1894, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/11.png, id=1937, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/11.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/11.png>
-<Chapters/chapter4/img/tid2008-petit/12.png, id=1895, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/12.png, id=1938, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/12.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/12.png>
-<Chapters/chapter4/img/tid2008-petit/13.png, id=1896, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/13.png, id=1939, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/13.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/13.png>
-<Chapters/chapter4/img/tid2008-petit/14.png, id=1897, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/14.png, id=1940, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/14.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/14.png>
-<Chapters/chapter4/img/tid2008-petit/15.png, id=1898, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/15.png, id=1941, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/15.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/15.png>
-<Chapters/chapter4/img/tid2008-petit/16.png, id=1899, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/16.png, id=1942, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/16.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/16.png>
-<Chapters/chapter4/img/tid2008-petit/17.png, id=1900, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/17.png, id=1943, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/17.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/17.png>
-<Chapters/chapter4/img/tid2008-petit/18.png, id=1901, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/18.png, id=1944, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/18.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/18.png>
-<Chapters/chapter4/img/tid2008-petit/19.png, id=1902, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/19.png, id=1945, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/19.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/19.png>
-<Chapters/chapter4/img/tid2008-petit/20.png, id=1903, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/20.png, id=1946, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/20.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/20.png>
-<Chapters/chapter4/img/tid2008-petit/21.png, id=1904, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/21.png, id=1947, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/21.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/21.png>
-<Chapters/chapter4/img/tid2008-petit/22.png, id=1905, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/22.png, id=1948, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/22.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/22.png>
-<Chapters/chapter4/img/tid2008-petit/23.png, id=1906, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/23.png, id=1949, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/23.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/23.png>
-<Chapters/chapter4/img/tid2008-petit/24.png, id=1907, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/tid2008-petit/24.png, id=1950, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/tid2008-petit/24.png Graphic file (type png)
 
 <use Chapters/chapter4/img/tid2008-petit/24.png>
-Underfull \hbox (badness 1102) in paragraph at lines 649--651
+Underfull \hbox (badness 1102) in paragraph at lines 660--662
 []\T1/phv/m/n/10.95 Notre ré-fé-rence est ici en-core l'im-plé-men-ta-tion BM3D
  dans sa va-riante cou-leurs
  []
 
-[97] <Chapters/chapter4/img/I09_02_4.png, id=1924, 513.92pt x 385.44pt>
+[91]
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 92 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
+
+[92 <./Chapters/chapter4/img/tid2008-petit/0.png (PNG copy)> <./Chapters/chapte
+r4/img/tid2008-petit/1.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/2
+.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/3.png (PNG copy)> <./Ch
+apters/chapter4/img/tid2008-petit/4.png (PNG copy)> <./Chapters/chapter4/img/ti
+d2008-petit/5.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/6.png (PNG
+ copy)> <./Chapters/chapter4/img/tid2008-petit/7.png (PNG copy)> <./Chapters/ch
+apter4/img/tid2008-petit/8.png (PNG copy)> <./Chapters/chapter4/img/tid2008-pet
+it/9.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/10.png (PNG copy)> 
+<./Chapters/chapter4/img/tid2008-petit/11.png (PNG copy)> <./Chapters/chapter4/
+img/tid2008-petit/12.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/13.
+png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/14.png (PNG copy)> <./Ch
+apters/chapter4/img/tid2008-petit/15.png (PNG copy)> <./Chapters/chapter4/img/t
+id2008-petit/16.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/17.png (
+PNG copy)> <./Chapters/chapter4/img/tid2008-petit/18.png (PNG copy)> <./Chapter
+s/chapter4/img/tid2008-petit/19.png (PNG copy)> <./Chapters/chapter4/img/tid200
+8-petit/20.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/21.png (PNG c
+opy)> <./Chapters/chapter4/img/tid2008-petit/22.png (PNG copy)> <./Chapters/cha
+pter4/img/tid2008-petit/23.png (PNG copy)> <./Chapters/chapter4/img/tid2008-pet
+it/24.png (PNG copy)>]
+<Chapters/chapter4/img/I09_02_4.png, id=1999, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I09_02_4.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I09_02_4.png>
-<Chapters/chapter4/img/I09_02_4-4-50-5_out.png, id=1925, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/I09_02_4-4-50-5_out.png, id=2000, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I09_02_4-4-50-5_out.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I09_02_4-4-50-5_out.png>
-<Chapters/chapter4/img/I09_bm3d.png, id=1926, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/I09_bm3d.png, id=2001, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I09_bm3d.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I09_bm3d.png>
-<Chapters/chapter4/img/I25_02_4.png, id=1927, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/I25_02_4.png, id=2002, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I25_02_4.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I25_02_4.png>
-<Chapters/chapter4/img/I25_02_4-4-50-5_out.png, id=1928, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/I25_02_4-4-50-5_out.png, id=2003, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I25_02_4-4-50-5_out.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I25_02_4-4-50-5_out.png>
-<Chapters/chapter4/img/I25_bm3d.png, id=1929, 513.92pt x 385.44pt>
+<Chapters/chapter4/img/I25_bm3d.png, id=2004, 513.92pt x 385.44pt>
 File: Chapters/chapter4/img/I25_bm3d.png Graphic file (type png)
 
 <use Chapters/chapter4/img/I25_bm3d.png>
+Underfull \vbox (badness 10000) has occurred while \output is active []
 
-LaTeX Warning: `h' float specifier changed to `ht'.
+ [93 <./Chapters/chapter4/img/I09_02_4.png (PNG copy)> <./Chapters/chapter4/img
+/I09_02_4-4-50-5_out.png (PNG copy)> <./Chapters/chapter4/img/I09_bm3d.png (PNG
+ copy)> <./Chapters/chapter4/img/I25_02_4.png (PNG copy)> <./Chapters/chapter4/
+img/I25_02_4-4-50-5_out.png (PNG copy)> <./Chapters/chapter4/img/I25_bm3d.png (
+PNG copy)>])
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 94 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
 
+[94] [95]
+Overfull \hbox (3.43451pt too wide) has occurred while \output is active
+\T1/phv/m/n/10.95 96 \T1/phv/m/sl/10.95 CHAPITRE 7.  RÉDUCTION DE BRUIT PAR REC
+HERCHE DES LIGNES DE NIVEAUX
+ []
 
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [98 <./Chapters/chapter4/img/tid2008-petit/0.png (PNG copy)> <./Chapters/chapt
-er4/img/tid2008-petit/1.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/
-2.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/3.png (PNG copy)> <./C
-hapters/chapter4/img/tid2008-petit/4.png (PNG copy)> <./Chapters/chapter4/img/t
-id2008-petit/5.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/6.png (PN
-G copy)> <./Chapters/chapter4/img/tid2008-petit/7.png (PNG copy)> <./Chapters/c
-hapter4/img/tid2008-petit/8.png (PNG copy)> <./Chapters/chapter4/img/tid2008-pe
-tit/9.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/10.png (PNG copy)>
- <./Chapters/chapter4/img/tid2008-petit/11.png (PNG copy)> <./Chapters/chapter4
-/img/tid2008-petit/12.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/13
-.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/14.png (PNG copy)> <./C
-hapters/chapter4/img/tid2008-petit/15.png (PNG copy)> <./Chapters/chapter4/img/
-tid2008-petit/16.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/17.png 
-(PNG copy)> <./Chapters/chapter4/img/tid2008-petit/18.png (PNG copy)> <./Chapte
-rs/chapter4/img/tid2008-petit/19.png (PNG copy)> <./Chapters/chapter4/img/tid20
-08-petit/20.png (PNG copy)> <./Chapters/chapter4/img/tid2008-petit/21.png (PNG 
-copy)> <./Chapters/chapter4/img/tid2008-petit/22.png (PNG copy)> <./Chapters/ch
-apter4/img/tid2008-petit/23.png (PNG copy)> <./Chapters/chapter4/img/tid2008-pe
-tit/24.png (PNG copy)>]) [99 <./Chapters/chapter4/img/I09_02_4.png (PNG copy)> 
-<./Chapters/chapter4/img/I09_02_4-4-50-5_out.png (PNG copy)> <./Chapters/chapte
-r4/img/I09_bm3d.png (PNG copy)> <./Chapters/chapter4/img/I25_02_4.png (PNG copy
-)> <./Chapters/chapter4/img/I25_02_4-4-50-5_out.png (PNG copy)> <./Chapters/cha
-pter4/img/I25_bm3d.png (PNG copy)>] [100] [101] [102]
-Chapitre 8.
-(./Chapters/chapter5/chapter5.tex [103
+[96] [97] [98
 
 ]
+Chapitre 8.
+(./Chapters/chapter5/chapter5.tex [99]
 LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <9> not available
 (Font)              Font shape `T1/phv/b/n' tried instead on input line 18.
 
-<kernLeft.png, id=2030, 26.499pt x 8.4315pt>
+<kernLeft.png, id=2083, 26.499pt x 8.4315pt>
 File: kernLeft.png Graphic file (type png)
  <use kernLeft.png>
-<kernRight.png, id=2031, 26.499pt x 8.4315pt>
+<kernRight.png, id=2084, 26.499pt x 8.4315pt>
 File: kernRight.png Graphic file (type png)
- <use kernRight.png> [104 <./kernLeft.png> <./kernRight.png>] [105]
-<Chapters/chapter5/img/forgetful_selectionb.jpg, id=2058, 308.57014pt x 425.724
+ <use kernRight.png>
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [100 <./kernLeft.png> <./kernRight.png>] [101]
+<Chapters/chapter5/img/forgetful_selectionb.jpg, id=2111, 308.57014pt x 425.724
 37pt>
 File: Chapters/chapter5/img/forgetful_selectionb.jpg Graphic file (type jpg)
- <use Chapters/chapter5/img/forgetful_selectionb.jpg> [106 <./Chapters/chapter5
-/img/forgetful_selectionb.jpg>]
-<Chapters/chapter5/img/bitonic.png, id=2069, 594.90256pt x 411.09586pt>
+ <use Chapters/chapter5/img/forgetful_selectionb.jpg> [102]
+<Chapters/chapter5/img/bitonic.png, id=2124, 594.90256pt x 411.09586pt>
 File: Chapters/chapter5/img/bitonic.png Graphic file (type png)
 
-<use Chapters/chapter5/img/bitonic.png> [107 <./Chapters/chapter5/img/bitonic.p
-ng>]
-<Chapters/chapter5/img/median5_overlap.png, id=2076, 175.6161pt x 130.8087pt>
+<use Chapters/chapter5/img/bitonic.png> [103 <./Chapters/chapter5/img/forgetful
+_selectionb.jpg> <./Chapters/chapter5/img/bitonic.png>]
+<Chapters/chapter5/img/median5_overlap.png, id=2131, 175.6161pt x 130.8087pt>
 File: Chapters/chapter5/img/median5_overlap.png Graphic file (type png)
 
-<use Chapters/chapter5/img/median5_overlap.png> [108 <./Chapters/chapter5/img/m
+<use Chapters/chapter5/img/median5_overlap.png> [104 <./Chapters/chapter5/img/m
 edian5_overlap.png>]
 Package hyperref Info: bookmark level for unknown lstlisting defaults to 0 on i
 nput line 143.
  (./Chapters/chapter5/code/median3-2pix.cu)
-<Chapters/chapter5/img/comp512.png, id=2085, 410.0118pt x 191.2746pt>
+<Chapters/chapter5/img/comp512.png, id=2140, 410.0118pt x 191.2746pt>
 File: Chapters/chapter5/img/comp512.png Graphic file (type png)
 
 <use Chapters/chapter5/img/comp512.png>
-<Chapters/chapter5/img/comp4k.png, id=2086, 411.939pt x 192.72pt>
+<Chapters/chapter5/img/comp4k.png, id=2141, 411.939pt x 192.72pt>
 File: Chapters/chapter5/img/comp4k.png Graphic file (type png)
 
-<use Chapters/chapter5/img/comp4k.png> [109] [110 <./Chapters/chapter5/img/comp
-512.png (PNG copy)> <./Chapters/chapter5/img/comp4k.png (PNG copy)>] [111])
-[112]
+<use Chapters/chapter5/img/comp4k.png>
+Underfull \vbox (badness 3547) has occurred while \output is active []
+
+ [105]
+[106 <./Chapters/chapter5/img/comp512.png (PNG copy)> <./Chapters/chapter5/img/
+comp4k.png (PNG copy)>]
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [107])
+[108]
 Chapitre 9.
-(./Chapters/chapter6/chapter6.tex [113
+(./Chapters/chapter6/chapter6.tex [109
 
 ]
-(./Chapters/chapter6/code/convoGene3Reg8.cu) [114] [115]
-<Chapters/chapter6/img/convoOverlap1.png, id=2246, 113.4639pt x 46.7346pt>
+(./Chapters/chapter6/code/convoGene3Reg8.cu) [110]
+Overfull \hbox (30.10805pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 9.3.  IMPLÉMENTATION OPTIMISÉE DE LA CONVOLUTION NON SÉPARAB
+LE SUR GPU \T1/phv/m/n/10.95 111
+ []
+
+[111]
+<Chapters/chapter6/img/convoOverlap1.png, id=2300, 113.4639pt x 46.7346pt>
 File: Chapters/chapter6/img/convoOverlap1.png Graphic file (type png)
 
 <use Chapters/chapter6/img/convoOverlap1.png>
-<Chapters/chapter6/img/convoOverlap2.png, id=2247, 136.3494pt x 69.861pt>
+<Chapters/chapter6/img/convoOverlap2.png, id=2301, 136.3494pt x 69.861pt>
 File: Chapters/chapter6/img/convoOverlap2.png Graphic file (type png)
 
-<use Chapters/chapter6/img/convoOverlap2.png> [116 <./Chapters/chapter6/img/con
+<use Chapters/chapter6/img/convoOverlap2.png> [112 <./Chapters/chapter6/img/con
 voOverlap1.png> <./Chapters/chapter6/img/convoOverlap2.png>]
-(./Chapters/chapter6/code/convoGene8x8pL3.cu [117])
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [118]
-(./Chapters/chapter6/code/convoSepShV.cu [119])
-(./Chapters/chapter6/code/convoSepShH.cu [120]) [121]
-(./Chapters/chapter6/code/convoSepoptimH.cu [122])
+
+Overfull \hbox (30.10805pt too wide) has occurred while \output is active
+\T1/phv/m/sl/10.95 9.3.  IMPLÉMENTATION OPTIMISÉE DE LA CONVOLUTION NON SÉPARAB
+LE SUR GPU \T1/phv/m/n/10.95 113
+ []
+
+[113] (./Chapters/chapter6/code/convoGene8x8pL3.cu)
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [114]
+(./Chapters/chapter6/code/convoSepShV.cu [115])
+(./Chapters/chapter6/code/convoSepShH.cu [116]) [117]
+(./Chapters/chapter6/code/convoSepoptimH.cu [118])
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
@@ -3140,154 +3338,148 @@ LaTeX Warning: `h' float specifier changed to `ht'.
 
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [123]
-<Chapters/chapter6/img/convomed1.png, id=2564, 1008.76875pt x 668.4975pt>
+ [119]
+<Chapters/chapter6/img/convomed1.png, id=2619, 1008.76875pt x 668.4975pt>
 File: Chapters/chapter6/img/convomed1.png Graphic file (type png)
 
 <use Chapters/chapter6/img/convomed1.png>
-<Chapters/chapter6/img/convomed2.png, id=2565, 1207.51125pt x 700.6175pt>
+<Chapters/chapter6/img/convomed2.png, id=2620, 1207.51125pt x 700.6175pt>
 File: Chapters/chapter6/img/convomed2.png Graphic file (type png)
 
 <use Chapters/chapter6/img/convomed2.png>
 
 LaTeX Warning: `h' float specifier changed to `ht'.
 
-) [124] [125 <./Chapters/chapter6/img/convomed1.png (PNG copy)> <./Chapters/cha
-pter6/img/convomed2.png (PNG copy)>] [126
+) [120] [121 <./Chapters/chapter6/img/convomed1.png (PNG copy)> <./Chapters/cha
+pter6/img/convomed2.png (PNG copy)>] [122
 
 ]
 Chapitre 10.
 (./Chapters/chapter1/conclusion.tex
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [127])
-(./these.bbl [128] [129
+ [123])
+[124] (./Chapters/chapter1/rem.tex) (./these.bbl [125
 
-] [130] [131] [132] [133] [134]) [135] [136
 
-]
-(./these.lof [137] [138]
+] [126
+
+] [127] [128]
+[129] [130] [131] [132]) [133] [134
+
+] (./these.lof [135]
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [136]
 Underfull \vbox (badness 10000) has occurred while \output is active []
 
- [139]
+ [137]
 Overfull \hbox (1.29184pt too wide) detected at line 232
- [][]\T1/phv/m/n/10.95 106[]
+ [][]\T1/phv/m/n/10.95 103[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 233
- [][]\T1/phv/m/n/10.95 107[]
+ [][]\T1/phv/m/n/10.95 103[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 234
- [][]\T1/phv/m/n/10.95 108[]
+ [][]\T1/phv/m/n/10.95 104[]
  []
 
 
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [138]
 Overfull \hbox (1.29184pt too wide) detected at line 235
- [][]\T1/phv/m/n/10.95 110[]
+ [][]\T1/phv/m/n/10.95 106[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 239
- [][]\T1/phv/m/n/10.95 116[]
+ [][]\T1/phv/m/n/10.95 112[]
  []
 
 
-Underfull \vbox (badness 10000) has occurred while \output is active []
-
- [140]
 Overfull \hbox (1.29184pt too wide) detected at line 242
- [][]\T1/phv/m/n/10.95 125[]
+ [][]\T1/phv/m/n/10.95 121[]
  []
 
 )
 \tf@lof=\write5
 \openout5 = `these.lof'.
 
- [141] [142
+ [139] [140
 
 ] (./these.lot
-Overfull \hbox (1.29184pt too wide) detected at line 14
- [][]\T1/phv/m/n/10.95 100[]
- []
-
-
-Overfull \hbox (1.29184pt too wide) detected at line 15
- [][]\T1/phv/m/n/10.95 101[]
- []
-
-
-Overfull \hbox (1.29184pt too wide) detected at line 16
- [][]\T1/phv/m/n/10.95 102[]
- []
-
-
 Overfull \hbox (1.29184pt too wide) detected at line 18
- [][]\T1/phv/m/n/10.95 104[]
+ [][]\T1/phv/m/n/10.95 100[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 19
- [][]\T1/phv/m/n/10.95 110[]
+ [][]\T1/phv/m/n/10.95 106[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 20
- [][]\T1/phv/m/n/10.95 111[]
+ [][]\T1/phv/m/n/10.95 107[]
  []
 
-[143]
+
+Underfull \vbox (badness 10000) has occurred while \output is active []
+
+ [141]
 Overfull \hbox (1.29184pt too wide) detected at line 21
- [][]\T1/phv/m/n/10.95 111[]
+ [][]\T1/phv/m/n/10.95 107[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 23
- [][]\T1/phv/m/n/10.95 115[]
+ [][]\T1/phv/m/n/10.95 111[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 24
- [][]\T1/phv/m/n/10.95 115[]
+ [][]\T1/phv/m/n/10.95 111[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 25
- [][]\T1/phv/m/n/10.95 117[]
+ [][]\T1/phv/m/n/10.95 113[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 26
- [][]\T1/phv/m/n/10.95 121[]
+ [][]\T1/phv/m/n/10.95 117[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 27
- [][]\T1/phv/m/n/10.95 123[]
+ [][]\T1/phv/m/n/10.95 119[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 28
- [][]\T1/phv/m/n/10.95 123[]
+ [][]\T1/phv/m/n/10.95 119[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 29
- [][]\T1/phv/m/n/10.95 124[]
+ [][]\T1/phv/m/n/10.95 120[]
  []
 
 
 Overfull \hbox (1.29184pt too wide) detected at line 30
- [][]\T1/phv/m/n/10.95 124[]
+ [][]\T1/phv/m/n/10.95 120[]
  []
 
 )
 \tf@lot=\write6
 \openout6 = `these.lot'.
 
- [144] [145
+ [142] [143
 
 
 ]
@@ -3295,13 +3487,10 @@ Overfull \hbox (1.29184pt too wide) detected at line 30
 pdfTeX warning: pdflatex (file /usr/share/texmf/tex/latex/upmethodology-extensi
 ons/phd_thesis/spimufcphdthesis/spimufcphdthesis-backpage.pdf): PDF inclusion: 
 found PDF version <1.6>, but at most version <1.4> allowed
-<spimufcphdthesis-backpage.pdf, id=2765, 597.432pt x 844.83629pt>
+<spimufcphdthesis-backpage.pdf, id=2830, 597.432pt x 844.83629pt>
 File: spimufcphdthesis-backpage.pdf Graphic file (type pdf)
 
-<use spimufcphdthesis-backpage.pdf>
-LaTeX Font Info:    Font shape `T1/phv/bx/n' in size <12> not available
-(Font)              Font shape `T1/phv/b/n' tried instead on input line 185.
- [146
+<use spimufcphdthesis-backpage.pdf> [144
 
  </usr/share/texmf/tex/latex/upmethodology-extensions/phd_thesis/spimufcphdthes
 is/spimufcphdthesis-backpage.pdf>]
@@ -3313,32 +3502,30 @@ LaTeX Font Warning: Size substitutions with differences
 
 LaTeX Font Warning: Some font shapes were not available, defaults substituted.
 
- )
-(\end occurred when \iftrue on line 185 was incomplete) 
+ ) 
 Here is how much of TeX's memory you used:
- 15211 strings out of 495028
- 253393 string characters out of 1181229
- 972589 words of memory out of 3000000
- 16546 multiletter control sequences out of 15000+50000
- 158788 words of font info for 231 fonts, out of 3000000 for 9000
+ 15794 strings out of 495028
+ 264989 string characters out of 1181229
+ 995753 words of memory out of 3000000
+ 17066 multiletter control sequences out of 15000+50000
+ 164307 words of font info for 234 fonts, out of 3000000 for 9000
  28 hyphenation exceptions out of 8191
- 61i,25n,49p,1409b,1898s stack positions out of 5000i,500n,10000p,200000b,50000s
-{/usr/share/texmf-texliv
-e/fonts/enc/dvips/base/8r.enc} </home/zulu/.texmf-var/fonts/pk/ljfour/public/bb
-old/bbold10.657pk></usr/share/texmf-texlive/fonts/type1/public/txfonts/rtxmi.pf
-b></usr/share/texmf-texlive/fonts/type1/public/txfonts/rtxr.pfb></usr/share/tex
-mf-texlive/fonts/type1/public/txfonts/t1xbtt.pfb></usr/share/texmf-texlive/font
-s/type1/public/txfonts/t1xtt.pfb></usr/share/texmf-texlive/fonts/type1/public/t
-xfonts/txex.pfb></usr/share/texmf-texlive/fonts/type1/public/txfonts/txsy.pfb><
-/usr/share/texmf-texlive/fonts/type1/public/txfonts/txsyc.pfb></usr/share/texmf
--texlive/fonts/type1/urw/helvetic/uhvb8a.pfb></usr/share/texmf-texlive/fonts/ty
-pe1/urw/helvetic/uhvr8a.pfb></usr/share/texmf-texlive/fonts/type1/urw/helvetic/
-uhvro8a.pfb></usr/share/texmf-texlive/fonts/type1/urw/times/utmb8a.pfb></usr/sh
-are/texmf-texlive/fonts/type1/urw/times/utmr8a.pfb></usr/share/texmf-texlive/fo
-nts/type1/urw/times/utmri8a.pfb>
-Output written on these.pdf (146 pages, 37754507 bytes).
+ 62i,25n,72p,1409b,1871s stack positions out of 5000i,500n,10000p,200000b,50000s
+{/usr/share/texmf-texlive/fonts/enc/dvips/base/8r.enc} </home/zulu/.texmf-var
+/fonts/pk/ljfour/public/bbold/bbold10.657pk></usr/share/texmf-texlive/fonts/typ
+e1/public/txfonts/rtxmi.pfb></usr/share/texmf-texlive/fonts/type1/public/txfont
+s/rtxr.pfb></usr/share/texmf-texlive/fonts/type1/public/txfonts/t1xbtt.pfb></us
+r/share/texmf-texlive/fonts/type1/public/txfonts/t1xtt.pfb></usr/share/texmf-te
+xlive/fonts/type1/public/txfonts/txex.pfb></usr/share/texmf-texlive/fonts/type1
+/public/txfonts/txsy.pfb></usr/share/texmf-texlive/fonts/type1/public/txfonts/t
+xsyc.pfb></usr/share/texmf-texlive/fonts/type1/urw/helvetic/uhvb8a.pfb></usr/sh
+are/texmf-texlive/fonts/type1/urw/helvetic/uhvr8a.pfb></usr/share/texmf-texlive
+/fonts/type1/urw/helvetic/uhvro8a.pfb></usr/share/texmf-texlive/fonts/type1/urw
+/times/utmb8a.pfb></usr/share/texmf-texlive/fonts/type1/urw/times/utmr8a.pfb></
+usr/share/texmf-texlive/fonts/type1/urw/times/utmri8a.pfb>
+Output written on these.pdf (152 pages, 37776342 bytes).
 PDF statistics:
- 3065 PDF objects out of 3580 (max. 8388607)
- 1165 named destinations out of 1200 (max. 500000)
- 1709 words of extra memory for PDF output out of 10000 (max. 10000000)
+ 3132 PDF objects out of 3580 (max. 8388607)
+ 1182 named destinations out of 1200 (max. 500000)
+ 1749 words of extra memory for PDF output out of 10000 (max. 10000000)