Title :
Dither-based secure image hashing using distributed coding
Author :
Johnson, Mark ; Ramchandran, Kannan
Author_Institution :
California Univ., Berkeley, CA, USA
Abstract :
We propose an image hashing algorithm that is based on distributed compression principles. The algorithm assumes the availability of a robust feature vector extracted from the image. Then a suitable dither sequence is added to this feature vector, and the resulting dithered feature vector is compressed using distributed compression principles. We prove that the dither sequence can be used to guarantee information-theoretic security. Applications of our proposed secure image hashing scheme include video watermarking, image authentication, and image database management.
Keywords :
cryptography; feature extraction; image coding; message authentication; visual databases; watermarking; distributed coding; distributed compression principle; dither sequence; dither-based secure image hashing algorithm; dithered feature vector compression; feature vector extraction; image authentication; image database management; information security; video watermarking; Authentication; Data security; Euclidean distance; Feature extraction; Image coding; Image databases; Information security; Quantization; Watermarking; Wavelet transforms;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246789