Abstract
Tools for detecting scene-changes in digital video are discussed in this paper. We describe tools useful for raw video-data as well as for MPEG-2 compressed bit-streams. Our approach for finding shot-boundaries in raw-data is based on comparisons of color histograms. We provide a comparison of several histogram-similarity measures that have been proposed by other researchers. We also propose the use of the cosine measure which outperforms the other measures discussed here. An algorithm for detecting shot boundaries in MPEG-2 compressed sequences is also described. It extends the work presented in [1] by processing P-frames and B-frames in addition to I-frames.
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References
N.V. Patel and I.K. Sethi. Video Shot Detection and Characterization for Video Databases. In Pattern Recognition, volume 30, pages 583–592, 1997.
J. Monaco. How To Read A Film. Oxford Press, 1981.
B. Shahraray. Scene Change Detection and Content-Based Sampling of Video Sequences. In SPIE Proc. Digital Video Compression: Algorithms and Technologies, volume 2419, pages 2–13, February 1995.
J. Boreczky and L.A. Rowe. Comparison of Video Shot Boundary Detection Techniques. In IS&T/SPIE Proc. Storage and Retrieval for Images and Video Databases IV, volume 2670, pages 170–179, February 1996.
D. Swanberg, C.F. Shu and R. Jain. Knowledge Guided Parsing and Retrieval in Video Databases. In SPIE Proc. Storage and Retrieval for Images and Video Databases, volume 1908, pages 173–187, February 1993.
H.J. Zhang, A. Kankanhalli and S.W. Smoliar. Automatic Partitioning of Full-motion Video. In Multimedia Systems, volume 1, pages 10–28, 1993.
M. Stricker and M. Orango. Similarity of Color Images. In IS&T SPIE Proc. Storage and Retrieval for Images and Video Databases III, volume 2420, San Jose (CA), February 1995.
I.K. Sethi and N.V. Patel. A Statistical approach to scene change detection. In IS&T SPIE Proc: Storage and Retrieval for Image and Video Databases III, volume 2420, pages 329–339, San Jose (CA), February 1995.
J.L. Mitchell, W.B. Pennebaker, C.E. Fogg and D.J. LeGall. MPEG Video Compression Standard. Chapman & Hall, 1996.
B.-L. Yeo and B. Liu. Rapid Scene Analysis on Compressed Video, IEEE Transactions on Circuits and Systems for Video Technology, 5(6):533–544, December 1995.
J. Meng, Y. Juan and S.-F. Chang. Scene Change Detection in a MPEG Compressed Video Sequence. In IS&T/SPIE Symposium Proceedings, volume 2419, February 1995.
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© 1998 Springer-Verlag London Limited
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Cabedo, X.U., Bhattacharjee, S.K. (1998). Shot Detection Tools In Digital Video. In: Marshall, S., Harvey, N.R., Shah, D. (eds) Noblesse Workshop on Non-Linear Model Based Image Analysis. Springer, London. https://doi.org/10.1007/978-1-4471-1597-7_36
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DOI: https://doi.org/10.1007/978-1-4471-1597-7_36
Publisher Name: Springer, London
Print ISBN: 978-3-540-76258-4
Online ISBN: 978-1-4471-1597-7
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