Title :
Lossless compression of encrypted grey-level and color images
Author :
Lazzeretti, Riccardo ; Barni, Mauro
Author_Institution :
Dept. of Inf. Eng., Univ. of Siena, Siena, Italy
Abstract :
The feasibility of lossless compression of encrypted images has been recently demonstrated by relying on the analogy with source coding with side information at the decoder. However previous works only addressed the compression of bilevel images, namely sparse black and white images, with asymmetric probabilities of black and white pixels. In this paper we investigate the possibility of compressing encrypted grey level and color images, by decomposing them into bit-planes. A few approaches to exploit the spatial and cross-plane correlation among pixels are discussed, as well as the possibility of exploiting the correlation between color bands. Some experimental results are shown to evaluate the gap between the proposed solutions and the theoretically achievable performance.
Keywords :
correlation methods; cryptography; data compression; image coding; image colour analysis; losses; source coding; asymmetric probability; bilevel image compression; bit-plane decomposing; color images; decoder side information; grey-level image encryption; lossless compression; performance evaluation; source coding; sparse black image pixel; sparse white image pixel; spatial and cross-plane correlation; Correlation; Cryptography; Decoding; Entropy; Image coding; Image color analysis; Parity check codes;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne