Image texture energy-entropy-based blind steganalysis

IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation

Volumn , Issue , 2007, Pages 600-604

  Zhan, Shuanghuan ^a   Zhang, Hongbin ^a  

^a BEIJING UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Blind steganalysis; Image complexity; Image texture segmentation; Steganography; SVM; Texture energy entropy features

Indexed keywords

CRYPTOGRAPHY; ENTROPY; IMAGE CODING; IMAGE SEGMENTATION; SIGNAL PROCESSING; SUPPORT VECTOR MACHINES; TECHNICAL PRESENTATIONS; TEXTURES;

BLIND STEGANALYSIS; IMAGE COMPLEXITY; IMAGE TEXTURE SEGMENTATION; STEGANOGRAPHY; SVM; TEXTURE ENERGY-ENTROPY FEATURES;

MILITARY PHOTOGRAPHY;

EID: 47949117139     PISSN: 15206130     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIPS.2007.4387617     Document Type: Conference Paper

References (14)

1. J. Fridrich, M. Goljan and D. Hogea, "Steganalysis of JPEG Images: Breaking the F5 Algorithm", 5th Information Hiding Workshop, Noordwijkerhout, The Netherlands, pp. 310-323, October 2002.
2. H. Farid and S. Lyu, "Higher-Order Wavelet Statistics and their Application to Digital Forensics", IEEE Workshop on Statistical Analysis in Computer Vision, Madison, Wisconsin, pp. 94-99, 2003.
3. G. Earnshaw, "Texture Grouping Using Gabor Functions and Discriminant Analysis", Technical Repot CT92-0015c-011.Centre for Intelligent Systems, Charles Cross Centre, University of Plymouth, Oct 1994.
4. G. Earnshaw, "Image Complexity Measure", Technical Report CT92-0015c-22, Centre for Intelligent Systems, Charles Cross Centre, University of Plymouth, Oct. 1995.
5. G. Earnshaw, "Image Segmentation Using Texture", Technical Report CT92-0015c-23, Centre for Intelligent Systems, Charles Cross Centre, University of Plymouth, Dec. 1995.
6. R. A. Peters, R. N. Strickland, "Image Complexity Metrics for Automatic Target Recognizers". Proc. of the ATR Systems and Technology Conf., Silver Springs, Naval Surface Warfare Center, U.S.A., Oct., 1990.
7. R Wilson, M Spann, "Finite Prolate Spheroidal Sequences and their Applications II: Image Feature Description and Segmentation", IEEE Trans on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, Vol.10 (2), pp. 193-203, Oct. 1, 1988.
8. K. Laws, "Textured Image Segmentation", Signal and Image Processing Institute, Ph.D. Dissertation, University of Southern California, Los Angeles, CA, USA. Jan. 1980.
9. K. Laws. "Rapid Texture Identification", In SPIE Image Processing for Missile Guidance, Vol.238, p376-380, 1980.
10. B. Scholkopf and et. al, "Input space versus feature space in kernel-based methods", IEEE Trans. on Neural Networks 10, pp.1000-1017, Oct., 1999.
11. Chih-Chung Chang, Chih-Jen Lin, "LibSvm: a Library for Support Vector Machines", last updated: Jan.2, 2007.
12. http://philip.greenspun.com
13. http://www.csie.ntu.edu.tw/~cjlin/libsvm
14. http://ftp.cis.upenn.edu/pub/eero/matlabPyrTools.tar.gz