X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/canny.git/blobdiff_plain/ded436ff1397fd455304cbae04f58e4c0703ea01..7aeb1ab6cc41dd51a6dbe4c844c8983809205186:/main.tex?ds=inline

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+++ b/main.tex
@@ -1,41 +1,101 @@
-\documentclass[journal]{IEEEtran}
-\usepackage{subfig}
+\documentclass[twocolumn]{svjour3}          % twocolumn
+\usepackage{epsfig,psfrag}
+\usepackage{graphicx} 
 \usepackage{color}
+\usepackage{dsfont}
+\usepackage{url}
 \usepackage{graphicx}
+\usepackage{mathptmx,amsmath,amssymb,bm}
+\usepackage{subfig}
+\usepackage{color}
+\usepackage{mathtools,etoolbox}
+\usepackage{cite}
+\usepackage{setspace}
+\usepackage{lineno}
+
+
+\begin{document}
+%\doublespacing
+%\linenumbers 
+
+
+
+
+
+
+\DeclarePairedDelimiter{\abs}{\lvert}{\rvert}
 
 % correct bad hyphenation here
 \hyphenation{op-tical net-works semi-conduc-tor}
 
 
-\begin{document}
+
+
 \title{STABYLO: 
-a lightweight stego-secure edge-base steganography approach}
+STeganography with 
+Adaptive,  Bbs, and binarY embedding at LOw cost}
 
+\author{Jean-Fran\c cois Couchot, Raphael Couturier, and  Christophe Guyeux\thanks{Authors in alphabetic order}}
 
-\author{Jean-Fran\c cois Couchot, Raphael Couturier, and  Christophe Guyeux*
+
+\institute{ Jean-Fran\c cois Couchot, Raphael Couturier, and  Christophe Guyeux \at 
   FEMTO-ST Institute, UMR 6174 CNRS\\
-  Computer Science Laboratory DISC
-  University of Franche-Comt\'{e}
-  Besan\c con, France.\\
-  \{jean-francois.couchot,raphael.couturier, christophe.guyeux\}@femto-st.fr\\
-* Authors in alphabetic order.\\
+  Computer Science Laboratory DISC,
+  University of Franche-Comt\'{e},
+  Besan\c con, France.
+\email{\{jean-francois.couchot, raphael.couturier, christophe.guyeux\}@univ-fcomte.fr}
 }
+
+
+\date{Received: date / Accepted: date}
+
+
+
+
+
+
+
+
+
+
 \newcommand{\JFC}[1]{\begin{color}{green}\textit{#1}\end{color}}
+\newcommand{\RC}[1]{\begin{color}{red}\textit{}\end{color}}
+\newcommand{\CG}[1]{\begin{color}{blue}\textit{}\end{color}}
 % make the title area
-\maketitle
 
 
 
-\begin{IEEEkeywords}
 %IEEEtran, journal, \LaTeX, paper, template.
-Steganography, least-significant-bit (LSB)-based steganography, edge detection, Canny filter, security, syndrome treillis code.
-\end{IEEEkeywords}
+\keywords{Steganography, least-significant-bit (LSB)-based steganography, edge detection, Canny filter, security, syndrome trellis codes}
+
+
+
+
+
+
+
 
+\maketitle
+
+
+\begin{abstract}
 
+A new steganographic method called STABYLO is introduced in 
+this research work.
+Its main advantage is to be much lighter than the so-called
+HUGO, WOW, and UNIWARD schemes, the state of the art
+steganographic processes.
+Additionally to this effectiveness, 
+quite comparable results through noise measures like PSNR-HVS-M 
+and weighted PSNR (wPSNR) are obtained.
+To achieve the proposed goal, famous experimented 
+components of signal processing, 
+coding theory, and cryptography are combined together, leading to 
+a scheme that can reasonably face up-to-date steganalysers.
+\end{abstract}
 
 
 
-\IEEEpeerreviewmaketitle
 
 
 
@@ -43,23 +103,71 @@ Steganography, least-significant-bit (LSB)-based steganography, edge detection,
 \input{intro.tex}
 
 
-\section{Our Approach}\label{sec:ourapproach}
+\section{Presentation of the Proposed Approach}\label{sec:ourapproach}
 \input{ourapproach.tex}
 
+
+\section{Complexity Analysis}\label{sub:complexity}
+\input{complexity}
+
 \section{Experiments}\label{sec:experiments}
 \input{experiments}
 
 
 \section{Conclusion}\label{sec:concl}
-The conclusion goes here.
 
+The STABYLO algorithm, whose acronym means STeganography with 
+Adaptive,  Bbs, and binarY embedding at LOw cost, has been introduced 
+in this document as an efficient method having comparable, though
+somewhat smaller, security than well-known
+steganographic schemes  
+HUGO, WOW, and UNIWARD.
+This edge-based steganographic approach embeds a Canny
+detection filter, the secure Blum-Blum-Shub cryptosystem 
+with its pseudorandom number generator, 
+together with Syndrome-Trellis Codes
+for minimizing distortion.
+The complexity study of our proposed method and of the  
+state of the art steganographic tools has shown that our approach 
+has the lowest computation cost among all. 
+This justifies the lightweight attribute of our scheme.
+The evaluation of introduced noise measures 
+(namely, the PSNR, PSNR-HVS-M, and weighted PSNR), 
+and of its embedding through stegenalysers (namely Ensemble Classifier)  
+have shown that STABYLO is efficient enough to 
+produce qualitative images and 
+to face steganalysers.
 
 
-\bibliographystyle{plain}
-\bibliography{biblio}
 
 
+% Of course, other detectors like the fuzzy edge methods
+% deserve much further attention, which is why we intend 
+% to investigate systematically all of these detectors in our next work.
 
-\end{document}
 
+For future work, the authors' intention is to investigate systematically 
+all the existing edge detection methods, 
+to see if the STABYLO evaluation scores can
+be improved by replacing Canny with another edge filter.
+Moreover, we plan to improve the distortion function by integrating 
+into a numerical cost the gradient value of this kind of
+algorithm. We could thus transmit this value to STC contrary to the current 
+version where the distortion that is transmited is either 1 in 
+the adaptive strategy or 1,10, 100 in the fixed strategy.
 
+Other steganalysers than the ones used in this document will be
+examined for the sake of completeness. Finally, the
+systematic replacement of all the LSBs of edges by binary digits provided
+by the BBS generator will be investigated, and the consequences of such a 
+replacement, in terms of security, will be discussed.
+Furthermore, we plan to investigate information hiding on other models, such as high frequency for JPEG encoding.
+
+
+%\bibliographystyle{spbasic}
+\bibliographystyle{spmpsci}
+\bibliography{abbrev,biblioand}
+
+
+
+\end{document}