{"title":"Comparative Evaluation of Color-Based Video Signatures in the Presence of Various Distortion Types","authors":"Aritz S\u00e1nchez de la Fuente, Patrick Ndjiki-Nya, Karsten S\u00fchring, Tobias Hinz, Karsten M\u00fcller, Thomas Wiegand","volume":34,"journal":"International Journal of Computer and Information Engineering","pagesStart":2415,"pagesEnd":2421,"ISSN":"1307-6892","URL":"https:\/\/publications.waset.org\/pdf\/15819","abstract":"
The robustness of color-based signatures in the presence of a selection of representative distortions is investigated. Considered are five signatures that have been developed and evaluated within a new modular framework. Two signatures presented in this work are directly derived from histograms gathered from video frames. The other three signatures are based on temporal information by computing difference histograms between adjacent frames. In order to obtain objective and reproducible results, the evaluations are conducted based on several randomly assembled test sets. These test sets are extracted from a video repository that contains a wide range of broadcast content including documentaries, sports, news, movies, etc. Overall, the experimental results show the adequacy of color-histogram-based signatures for video fingerprinting applications and indicate which type of signature should be preferred in the presence of certain distortions.<\/p>\r\n","references":"[1] B. Preneel, R. Govaerts, and J. Vandewalle, \"Cryptographic hash\r\nfunctions\", Proceedings of the 3rd Symposium on State and Progress of Research in Cryptography, W. Wolfowicz (ed.), Fondazione Ugo\r\nBordoni, pp. 161-171, 1993.\r\n[2] B. Coskun, and B. Sankur, \"Robust Video Hash Extraction\", EUSIPCO\r\n2004, pp. 2295-2298, Vienna, April 2004.\r\n[3] R. Radhakrishnan, and C. Bauer, \"Content-Based Video Signatures based on Projections of Difference Images\", IEEE 9th Workshop on Multimedia Signal Processing, pp. 341-344, Greece, 1-3 Oct. 2007.\r\n[4] T.C. Hoad, and J. Zobel, \"Detection of Video Sequences Using\r\nCompact Signatures\", ACM Transactions on Information Systems (TOIS), Volume 24, Issue 1, pp. 1-50, January 2006.\r\n[5] B.S. Manjunath, P. Salembier, and T. Sikora, \"Introduction to MPEG-7:\r\nMultimedia Content Description Interface\", John Wiley & Sons, Inc.,\r\nNew York, NY, 2002.\r\n[6] A. Yamada, M. Pickering, S. Jeannin, L. Cieplinski, J.R. Ohm, and M. \r\nKim, \"MPEG-7 Visual Part of eXperimentation Model Version 10.0\u201d, \r\nISO\/IEC JTC1\/SC29\/WG11\/N4063, Singapore, March 2001.","publisher":"World Academy of Science, Engineering and Technology","index":"Open Science Index 34, 2009"}