DocumentCode
3497418
Title
Detecting duplicate video based on camera transitional behavior
Author
Wu, Ping-Hao ; Thaipanich, Tanaphol ; Kuo, C. C Jay
Author_Institution
Ming Hsieh Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
237
Lastpage
240
Abstract
A fast duplicate video detection system based on camera transitional behavior and the suffix array data structure is proposed in this work. The main idea is to match video clips according to their temporal structures, and frames corresponding to unique events are marked as anchor frames. To simplify the detection process, we use the camera transitional behavior to indicate unique events. Specifically, shot boundaries and the beginning and the ending points of camera panning and tilting movements are detected as anchor frames. The length between neighboring anchor frames is computed to form an one-dimensional sequence, called the gap sequence, which serves as the signature of the video. An efficient gap sequence matching algorithm based on the suffix array data structure is adopted to match two given video signatures. Experiment results show that the proposed framework is not only very fast but also has high accuracy in identifying duplicate video pairs.
Keywords
data structures; image matching; image sequences; video signal processing; camera transitional behavior; duplicate video detection; gap sequence matching; one-dimensional sequence; suffix array data structure; video clip matching; video signatures; Cameras; Computational complexity; Data mining; Data structures; Event detection; Feature extraction; Gunshot detection systems; Motion detection; Video sharing; Watermarking; Video copy detection; camera transition; suffix array;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414599
Filename
5414599
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