Video Copy Detection providing Localized Matches.

作者: Adrian Ulges , Thomas M. Breuel , Damian Borth , Christian Schulze

DOI:

关键词: Matching (statistics)Edit distanceMinificationUploadInformation retrievalWorld Wide WebDynamic programmingComputer scienceVideo copy detectionCopyright infringementImage (mathematics)

摘要: With the availability of large scale online video platforms like YouTube, copyright infringement becomes a severe problem, such that demand for robust copy detection systems is growing. Such system must find multiple occurrence protected material within clips are created, modified, remixed and uploaded by user. A particular challenge to exact position in – potentially huge reference database. For this purpose, paper presents Content Based Copy Detection both detects copies query videos against database gives an alignment between them. finding aligning matching shot, fast search candidates conducted, as second step found using dynamic programming minimization well-known edit distance from text retrieval. The introduced approach was evaluated on public available MUSCLE-VCD-2007 [LTJB07] data corpus showed competitive results compared ACM CVPR 2007 evaluation. GI-Topic: KI-BV (artificial intelligence image understanding)

参考文章(7)
V. I. Levenshtein, Binary codes capable of correcting deletions, insertions, and reversals Soviet physics. Doklady. ,vol. 10, pp. 707- 710 ,(1966)
E. Kasutani, A. Yamada, The MPEG-7 color layout descriptor: a compact image feature description for high-speed image/video segment retrieval international conference on image processing. ,vol. 1, pp. 674- 677 ,(2001) , 10.1109/ICIP.2001.959135
Julien Law-To, Li Chen, Alexis Joly, Ivan Laptev, Olivier Buisson, Valerie Gouet-Brunet, Nozha Boujemaa, Fred Stentiford, Video copy detection: a comparative study conference on image and video retrieval. pp. 371- 378 ,(2007) , 10.1145/1282280.1282336
Kristleifur Dadason, Herwig Lejsek, Fridrik Ásmundsson, Björn Jónsson, Laurent Amsaleg, Videntifier Proceedings of the 15th international conference on Multimedia - MULTIMEDIA '07. pp. 471- 472 ,(2007) , 10.1145/1291233.1291346
B.S. Manjunath, J.-R. Ohm, V.V. Vasudevan, A. Yamada, Color and texture descriptors IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 11, pp. 703- 715 ,(2001) , 10.1109/76.927424
Nicolas Gengembre, Sid-Ahmed Berrani, The Orange Labs Real Time Video Copy Detection System - TrecVid 2008 Results. TRECVID. ,(2008)
Matthijs Douze, Adrien Gaidon, Hervé Jégou, Cordelia Schmid, Marcin Marszałek, INRIA-LEARs video copy detection system TREC Video Retrieval Evaluation (TRECVID Workshop). ,(2008)