Title :
Compressing Encrypted Images With Auxiliary Information
Author :
Xinpeng Zhang ; Yanli Ren ; Liquan Shen ; Zhenxing Qian ; Guorui Feng
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
This paper proposes a novel scheme of compressing encrypted images with auxiliary information. The content owner encrypts the original uncompressed images and also generates some auxiliary information, which will be used for data compression and image reconstruction. Then, the channel provider who cannot access the original content may compress the encrypted data by a quantization method with optimal parameters that are derived from a part of auxiliary information and a compression ratio-distortion criteria, and transmit the compressed data, which include an encrypted sub-image, the quantized data, the quantization parameters and another part of auxiliary information. At receiver side, the principal image content can be reconstructed using the compressed encrypted data and the secret key. Experimental result shows the ratio-distortion performance of the proposed scheme is better than that of previous techniques.
Keywords :
data compression; distortion; image coding; image reconstruction; private key cryptography; auxiliary information; channel provider; compressing encrypted images; compression ratio-distortion criteria; data compression; encrypted sub-image; image reconstruction; optimal parameters; principal image content; quantization method; quantized data; ratio-distortion performance; receiver side; secret key; Discrete cosine transforms; Encryption; Image coding; Image reconstruction; Quantization (signal); Receivers; Compression ratio-distortion performance; image compression; image encryption;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2014.2315974