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