A Scene Change Detection in H.264/AVC Compression Domain

  • Sung Min Kim
  • Ju Wan Byun
  • Chee Sun Won
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3768)

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.

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References

  1. 1.
    Zhang, H.J.W., Kankanhalli, A., Smoliar, S.: Automatic Partitioning of Full- Motion Video. Multimedia System 1(1), 10–28 (1995)CrossRefGoogle Scholar
  2. 2.
    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)CrossRefGoogle Scholar
  3. 3.
    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)CrossRefGoogle Scholar
  4. 4.
    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)Google Scholar
  5. 5.
    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)CrossRefGoogle Scholar
  6. 6.
    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)Google Scholar
  7. 7.
    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)Google Scholar
  8. 8.
    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)CrossRefGoogle Scholar
  9. 9.
    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)CrossRefMathSciNetGoogle Scholar
  10. 10.
    Barry, G.H., Atul, P., Arun, N.N.: Digital Video: Introduction to MPEG-2. International Thomson Publishing (1997)Google Scholar
  11. 11.
    Richardson, E.: H.264 and MPEG-4 Video Compression. John Wiley, Chichester (2003)CrossRefGoogle Scholar
  12. 12.
    Report of the Formal Verification Tests on AVC (ISO/IEC 14496-10 — ITU-T Rec. H.264), N6231 (2003)Google Scholar
  13. 13.
    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)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Sung Min Kim
    • 1
  • Ju Wan Byun
    • 1
  • Chee Sun Won
    • 1
  1. 1.Dept. of Electronics Eng.Dongguk UniversitySeoulKorea

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