Robust image hashing based on multiple histograms

International Journal of Digital Content Technology and its Applications

Volumn 6, Issue 23, 2012, Pages 39-47

  Tang, Zhenjun ^a   Huang, Liyan ^a   Dai, Yumin ^a   Yang, Fan ^a  

^a GUANGXI NORMAL UNIVERSITY   (China)

Author keywords

Histogram; Image copy detection; Image hashing; Image indexing; Image rotation; Ring division

Indexed keywords

HISTOGRAM; IMAGE COPY DETECTION; IMAGE HASHING; IMAGE INDEXING; IMAGE ROTATION;

DIGITAL WATERMARKING; DISCRETE WAVELET TRANSFORMS; GRAPHIC METHODS; IMAGE COMPRESSION; STATISTICAL METHODS;

IMAGE RETRIEVAL;

EID: 84871857309     PISSN: 19759339     EISSN: 22339310     Source Type: Journal    
DOI: 10.4156/jdcta.vol6.issue23.5     Document Type: Article

References (18)

1. Lina Tan, Xingming Sun, Zhili Zhou and Wei Zhang, "Perceptual text image hashing based on shape recognition, " AISS: Advances in Information Sciences and Service Sciences, vol. 3, no. 8, pp. 1-7, 2011.
2. Weifeng Zhang, Guofu Zhou and Xiantao Tian, "Detecting phishing web pages based on image perceptual hashing technology, " IJACT: International Journal of Advancements in Computing Technology, vol. 4, no. 2, pp. 139-145, 2012.
3. Marc Schneider and Shih-Fu Chang, "A robust content based digital signature for image authentication, " In Proceedings of the IEEE International Conference on Image Processing, vol. 3, pp. 227-230, Laussane, Switzerland, Sept. 16-19, 1996.
4. Remarathnam Venkatesan, S.-M. Koon, Mariusz H. Jakubowski and Pierre Moulin, "Robust image hashing, " In Proceedings of the IEEE International Conference on Image Processing, pp. 664-666, Vancouver, BC, Canada, Sept. 10-13, 2000.
5. Jiri Fridrich and Miroslav Goljan, "Robust hash functions for digital watermarking, " In: Proceedings of the IEEE International Conference on Information Technology: Coding and Computing, pp. 178-183, Las Vergas, USA, Mar. 27-29, 2000.
6. Ching-Yung Lin and Shih-Fu Chang, "A robust image authentication system distinguishing JPEG compression from malicious manipulation, " IEEE Transactions on Circuits System and Video Technology, vol. 11, no. 2, pp. 153-168, 2001.
7. Vishal Monga and Brian L. Evans, "Perceptual image hashing via feature points: performance evaluation and trade-offs, " IEEE Transactions on Image Processing, vol. 15, no. 11, pp. 3453-3466, 2006.
8. Zhenjun Tang, Shuozhong Wang, Xinpeng Zhang, Weimin Wei and Shengjun Su, "Robust image hashing for tamper detection using non-negative matrix factorization, " Journal of Ubiquitous Convergence and Technology, vol. 2, no. 1, pp. 18-26, 2008.
9. Yang Ou and Kyung Hyune Rhee, "A key-dependent secure image hashing scheme by using Radon transform, " In Proceedings of the IEEE International Symposium on Intelligent Signal Processing and Communication Systems, pp. 595-598, Kanazawa, Japan, Dec. 7-9, 2009.
10. Zhenjun Tang, Shuozhong Wang, Xinpeng Zhang, Weimin Wei and Yan Zhao, "Lexicographical framework for image hashing with implementation based on DCT and NMF, " Multimedia Tools and Applications, vol. 52, no. 2-3, pp. 325-345, 2011.
11. Zhenjun Tang, Xianquan Zhang, Yumin Dai and Weiwei Lan, "Perceptual image hashing using local entropies and DWT, " Imaging Science Journal, DOI:10. 1179/1743131X11Y. 0000000039, Available: http://dx. doi. org/10. 1179/1743131X11Y. 0000000039.
12. Frédéric Lefèbvre, Benoit Macq and Jean-Didier Legat, "RASH: Radon soft hash algorithm, " In Proceedings of European Signal Processing Conference, pp. 299-302, Toulouse, France, Sep. 3-6, 2002.
13. Cédric De Roover, Christophe De Vleeschouwer, Frédéric Lefèbvre and Benoit Macq, "Robust video hashing based on radial projections of key frames, " IEEE Transactions on Signal Processing, vol. 53, no. 10, pp. 4020-4036, 2005.
14. Suleyman S. Kozat, Remarathnam Venkatesan and M. Ki{dotless}vanç Mihçak, "Robust perceptual image hashing via matrix invariants, " In Proceedings of the IEEE International Conference on Image Processing, pp. 3443-3446, Singapore, Oct. 24-27, 2004.
15. Vishal Monga and M. Ki{dotless}vanç Mihçak, "Robust and secure image hashing via non-negative matrix factorizations, " IEEE Transactions on Information Forensics and Security, vol. 2, no. 3, pp. 376-390, 2007.
16. Fabien A. P. Petitcolas, "Watermarking schemes evaluation, " IEEE Signal Processing Magazine, vol. 17, no. 5, pp. 58-64, 2000.
17. Ground Truth Database. Available: http://www. cs. washington. edu/research/imagedatabase/groundtruth/, Accessed 8 May 2008.
18. Tom Fawcett, "An introduction to ROC analysis, " Pattern Recognition Letters, vol. 27, no. 8, pp. 861-874, 2006.