DocumentCode :
2528673
Title :
Content-based Video Signatures based on Projections of Difference Images
Author :
Radhakrishnan, Regunathan ; Bauer, Claus
Author_Institution :
Dolby Labs. Inc., San Francisco
fYear :
2007
fDate :
1-3 Oct. 2007
Firstpage :
341
Lastpage :
344
Abstract :
We propose a novel video signature extraction method based on projections of difference images between consecutive video frames. The difference images are projected onto random basis vectors to create a low dimensional bitstream representation of the active content (moving regions) between two video frames. A sequence of these signatures serves to identify the underlying video content in a robust manner. Our experimental results show that the proposed video signature is robust to most common signal processing operations on video content such as compression, resolution scaling, brightness scaling.
Keywords :
feature extraction; image representation; image sequences; random processes; vectors; video signal processing; brightness scaling; consecutive video frame; content-based video signature extraction; image projection; low dimensional bitstream representation; random basis vector; resolution scaling; video compression; video sequence; Data mining; Feature extraction; Fingerprint recognition; Graphics; Image converters; Laboratories; Robustness; Video compression; Video sequences; Video signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on
Conference_Location :
Crete
Print_ISBN :
978-1-4244-1274-7
Type :
conf
DOI :
10.1109/MMSP.2007.4412886
Filename :
4412886
Link To Document :
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