Abstract
This paper presents a novel scene change detection method in H.264/AVC compression domain. We note that, comparing to previous MPEG compression methods, some unique compression schemes such as intra prediction, CAVLC etc. are adopted for H.264/AVC. Therefore, previous scene change detection methods for MPEG-1 or MPEG-2 are not directly applicable to the compressed bit stream of H.264/AVC. To solve this problem, we propose a novel scene change detection algorithm for H.264/AVC, which exploits intra prediction modes of macro block. Since our method requires a simple decoding of the prediction mode, it is quite fast. Also, the precision and recall for various video sequences and bit-rates turn out to be promising.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Zhang, H.J.W., Kankanhalli, A., Smoliar, S.: Automatic Partitioning of Full- Motion Video. Multimedia System 1(1), 10–28 (1995)
Huang, C.L., Liao, B.Y.: A Robust Scene-Change Detection Method for Video Segmentation. IEEE Transactions on Circuits and System for Video Technology 11(12), 1281–1288 (2001)
Lelescu, D., Schonfeld, D.: Statistical Sequenctial Analysis for Real-Time Video Scene Change Detection on Compressed Multimedia Bitstream. IEEE Transactions on Multimedia 5(1), 106–117 (2003)
Edmundo, S., José, I.B., Nicolás, G.: Reliable Real Time Scene Change Detection in MPEG Compressed Video. IEEE International Conference on Multimedia and Expo 1, 567–570 (2004)
Kim, J.R., Suh, S.J., Sull, S.H.: Fast Scene Change Detection for Personal Video Recorder. IEEE Transactions on Consumer Electronics 49(3), 683–688 (2003)
Zhu, Y., Zhou, D.: Scene Change Detection Based on Audio and Video Content Analysis. In: Proceedings of the Fifth International Conference on Computational Intelligence and Multimedia Applications, pp. 229–234 (2003)
Tse, K., Panchanathan, S.: A Scene Change Detection Algorithm for MPEG Compressed Video Sequences. In: Canadian Conference on Electrical and Computer Engineering, vol. 2, pp. 827–830 (1995)
Pei, S.C., Chou, Y.Z.: Novel Error Concealment Method with Adaptive Prediction to the Abrupt and Gradual Scene Changes. IEEE Transactions on Multimedia 6(1), 158–173 (2004)
Li, H., Liu, G., Zhang, Z., Li, Y.: Adaptive Scene-Detection Algorithm for VBR Video Stream. IEEE Transactions on Multimedia 6(4), 624–633 (2004)
Barry, G.H., Atul, P., Arun, N.N.: Digital Video: Introduction to MPEG-2. International Thomson Publishing (1997)
Richardson, E.: H.264 and MPEG-4 Video Compression. John Wiley, Chichester (2003)
Report of the Formal Verification Tests on AVC (ISO/IEC 14496-10 — ITU-T Rec. H.264), N6231 (2003)
Wiegand, T., Sullivan, G.J., Bjntegaard, G., Luthra, A.: Overview of the H.264/AVC video coding standard. IEEE Transaction on Circuits and Systems for Video Technolgy 13(7), 560–576 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Kim, S.M., Byun, J.W., Won, C.S. (2005). A Scene Change Detection in H.264/AVC Compression Domain. In: Ho, YS., Kim, HJ. (eds) Advances in Multimedia Information Processing - PCM 2005. PCM 2005. Lecture Notes in Computer Science, vol 3768. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11582267_93
Download citation
DOI: https://doi.org/10.1007/11582267_93
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-30040-3
Online ISBN: 978-3-540-32131-6
eBook Packages: Computer ScienceComputer Science (R0)