Title :
Spatio–Temporal Transform Based Video Hashing
Author :
Coskun, Baris ; Sankur, Bulent ; Memon, Nasir
Author_Institution :
Dept. of Electr. & Comput. Eng., Polytech. Univ., Brooklyn, NY
Abstract :
Identification and verification of a video clip via its fingerprint find applications in video browsing, database search and security. For this purpose, the video sequence must be collapsed into a short fingerprint using a robust hash function based on signal processing operations. We propose two robust hash algorithms for video based both on the discrete cosine transform (DCT), one on the classical basis set and the other on a novel randomized basis set (RBT). The robustness and randomness properties of the proposed hash functions are investigated in detail. It is found that these hash functions are resistant to signal processing and transmission impairments, and therefore can be instrumental in building database search, broadcast monitoring and watermarking applications for video. The DCT hash is more robust, but lacks security aspect, as it is easy to find different video clips with the same hash value. The RBT based hash, being secret key based, does not allow this and is more secure at the cost of a slight loss in the receiver operating curves
Keywords :
cryptography; data compression; database indexing; discrete cosine transforms; fingerprint identification; image sequences; message authentication; video coding; video databases; watermarking; DCT; broadcast monitoring; data security; discrete cosine transform; hash function; image fingerprint; multimedia content authentication; randomized basis set; signal processing operation; spatio-temporal transform; video browsing; video clip identification; video clip verification; video database indexing; video database search; video hashing; video sequence; watermarking; Data security; Databases; Discrete cosine transforms; Fingerprint recognition; Instruments; Multimedia communication; Robustness; Signal processing algorithms; Video sequences; Video signal processing; Broadcast monitoring; multimedia content authentication; robust hash; video database indexing; video hash;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2006.884614