A fast scene change detection on MPEG coding parameter domain

This paper proposes a very fast and accurate scene change detection algorithm on MPEG coding parameter domain. The fast operation can be obtained by spatio-temporally subsampling coding information and by exploiting only coding parameters extracted in variable length decoding (VLD) stage, while the accurate detection is accomplished by examining the statistical characteristics of various scene changes on the coding parameter domain. The computer simulation shows that the proposed algorithm can accomplish detection more than 5 times faster than that of real-time playback for MPEG-2 video sequences using a standard workstation. It is also shown that most of abrupt scene changes, dissolve transitions, and wipe transitions have been successfully detected.

[1]  A. Murat Tekalp,et al.  Hierarchical temporal video segmentation and content characterization , 1997, Other Conferences.

[2]  Alain Jacot-Descombes,et al.  Video segmentation and camera motion characterization using compressed data , 1997, Other Conferences.

[3]  Shih-Fu Chang,et al.  Scene change detection in an MPEG-compressed video sequence , 1995, Electronic Imaging.

[4]  Chee Sun Won,et al.  Extracting image features from MPEG-2 compressed stream , 1997, Electronic Imaging.

[5]  Boon-Lock Yeo,et al.  Rapid scene analysis on compressed video , 1995, IEEE Trans. Circuits Syst. Video Technol..

[6]  Edward J. Delp,et al.  A fast algorithm for video parsing using MPEG compressed sequences , 1995, Proceedings., International Conference on Image Processing.

[7]  Akio Yoneyama,et al.  Universal scene change detection on MPEG-coded data domain , 1997, Electronic Imaging.

[8]  Liming Chen,et al.  Improvement of shot detection methods based on dynamic threshold selection , 1997, Other Conferences.

[9]  Gregory L. Zick,et al.  Scene decomposition of MPEG-compressed video , 1995, Electronic Imaging.

[10]  Paul H. Lewis,et al.  Video segmentation using combined cues , 1997, Electronic Imaging.

[11]  Edward J. Delp,et al.  Video scene change detection using the generalized sequence trace , 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

[12]  Nilesh V. Patel,et al.  Video shot detection and characterization for video databases , 1997, Pattern Recognit..