Title :
Didstributed source coding authentication of images with affine warping
Author :
Lin, Yao-Chung ; Varodayan, David ; Girod, Bernd
Author_Institution :
Inf. Syst. Lab., Stanford Univ., Stanford, CA
Abstract :
Media authentication is important in content delivery via untrusted intermediaries, such as peer-to-peer (P2P) file sharing. Many differently encoded versions of a media file might exist. Our previous work applied distributed source coding not only to distinguish the legitimate diversity of encoded images from tampering but also to localize tampered regions in an image already deemed to be in authentic. In both cases, authentication requires a Slepian-Wolf encoded image projection that is supplied to the decoder. We extend our scheme to authenticate images that have undergone affine warping. Our approach incorporates an expectation maximization algorithm into the Slepian-Wolf decoder. Experimental results demonstrate that the proposed algorithm can distinguish legitimate encodings of authentic images from illegitimately modified versions, despite an arbitrary affine warping, using authentication data of less than 250 bytes per image.
Keywords :
cryptography; decoding; image coding; message authentication; optimisation; source coding; Slepian-Wolf decoder; Slepian-Wolf encoded image projection; affine warping; cryptography; distributed source image coding; expectation maximization algorithm; localize tampered region; media authentication; Authentication; Bismuth; Decoding; Image coding; Image reconstruction; Parity check codes; Peer to peer computing; Source coding; Streaming media; Transform coding; Expectation Maximization; Image authentication; distributed source coding;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4959875