Video copy detection: a comparative study

作者: Julien Law-To , Li Chen , Alexis Joly , Ivan Laptev , Olivier Buisson

DOI: 10.1145/1282280.1282336

关键词:

摘要: This paper presents a comparative study of methods for video copy detection. Different state-of-the-art techniques, using various kinds descriptors and voting functions, are described: global descriptors, based on spatial temporal features; local spatial, as well spatio-temporal information. Robust functions is adapted to these techniques enhance their performance compare them. Then, dedicated framework evaluating systems proposed. All the tested compared within same framework, by robustness under single mixed image transformations, different lengths segments. We discuss each approach according transformations applications considered. Local demonstrate superior over ones, when detecting copies subjected transformations.

参考文章(20)
A. Joly, C. Frelicot, O. Burisson, Feature statistical retrieval applied to content based copy identification international conference on image processing. ,vol. 1, pp. 681- 684 ,(2004) , 10.1109/ICIP.2004.1418846
Job Oostveen, Ton Kalker, Jaap Haitsma, Feature Extraction and a Database Strategy for Video Fingerprinting Lecture Notes in Computer Science. pp. 117- 128 ,(2002) , 10.1007/3-540-45925-1_11
Kota Iwamoto, Eiji Kasutani, Akio Yamada, Image Signature Robust to Caption Superimposition for Video Sequence Identification international conference on image processing. pp. 3185- 3188 ,(2006) , 10.1109/ICIP.2006.313046
Arun Hampapur, Kiho Hyun, Ruud M. Bolle, Comparison of sequence matching techniques for video copy detection Storage and Retrieval for Image and Video Databases. ,vol. 4676, pp. 194- 201 ,(2001) , 10.1117/12.451091
Julien Law-To, Olivier Buisson, Valerie Gouet-Brunet, Nozha Boujemaa, Robust voting algorithm based on labels of behavior for video copy detection Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06. pp. 835- 844 ,(2006) , 10.1145/1180639.1180826
Yijun Li, J.S. Jin, Xiaofang Zhou, Video matching using binary signature international symposium on intelligent signal processing and communication systems. ,vol. 2005, pp. 317- 320 ,(2005) , 10.1109/ISPACS.2005.1595410
Li Chen, F.W.M. Stentiford, Video sequence matching based on temporal ordinal measurement Pattern Recognition Letters. ,vol. 29, pp. 1824- 1831 ,(2008) , 10.1016/J.PATREC.2008.05.015
Martin A. Fischler, Robert C. Bolles, Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography Communications of The ACM. ,vol. 24, pp. 381- 395 ,(1981) , 10.1145/358669.358692
A. Joly, O. Buisson, C. Frelicot, Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search IEEE Transactions on Multimedia. ,vol. 9, pp. 293- 306 ,(2007) , 10.1109/TMM.2006.886278
R. Mohan, Video sequence matching international conference on acoustics speech and signal processing. ,vol. 6, pp. 3697- 3700 ,(1998) , 10.1109/ICASSP.1998.679686