Browse > Article

Video Shot Retrieval in H.264/AVC compression domain  

Byun Ju-Wan (Dept. of Electronic Engineering, Dongguk University)
Kim Sung-Min (Dept. of Electronic Engineering, Dongguk University)
Won Chee-Sun (Dept. of Electronic Engineering, Dongguk University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea SP / v.43, no.5, 2006 , pp. 72-78 More about this Journal
Abstract
In this paper, we present a video shot retrieval algorithm in H.264/AVC compression domain. Unlike previous standards such as MPEG-2 and 4, H.264/AVC supports a variable block size for motion compensation. Therefore, existing video retrieval algorithms exploiting the motion vectors in MPEG-2 and 4 domains are not appropriate for H.264/AVC. So, we devise a method to project motion vectors with larger than $4{\times}4$ block sizes into those for the smallest $4{\times}4$ blocks. It also uses correlations among features for the measure of similarity. Experimental results with standard videos of 10558 frames and commercial videos of 48161 frames show that the proposed method yields ANMRR less than 0.2.
Keywords
H.264/AVC; video shot retrieval; sequence matching;
Citations & Related Records
연도 인용수 순위
  • Reference
1 S.-S. Cheung and A. Zakhor, 'Efficient video similarity measurement with video signature,' IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, pp. 59-74, 2003   DOI   ScienceOn
2 K. Konstantinos and T. Sergios, Pattern recognition, Academic press, 2003
3 B.S. Manjunath, A. Philippe and S. Thomas, Introduction to MPEG-7 multimedia content interface, John Wiley & Sons, 2002
4 Y. T. Kim and T.S. Chua, 'Retrieval of news video using video sequence matching,' in Proc. of IEEE Conf. on Multimedia Modeling, pp. 68-75, 2005   DOI
5 A. Tamhankar and K.R. Rao, 'An overview of H.264/MPEG-4 Part 10,' 4th EURASIP Conf. on Video/Image Processing and Multimedia Communications, 2003   DOI
6 E. Ardizzone, M. La Cascia, A. Avanzato and A. Bruna, 'Video indexing using MPEG motin compensation vectors,' in IEEE international Conference on Multimedia Computing and Systems, Vol. 2, pp. 725-729, 1999   DOI
7 I.E.G. Richardson, H.264 and MPEG-4 video Compression, John Wiley & Sons, 2003
8 T. Wiegand and G. Sullivan, 'Draft ITU-T recommendation and final draft international standard of joint video specification,' Joint Video Team of ISO/IEC MPEG & ITU-T VCEG, 2003
9 J.F. Chen, H.Y. Mark Liao and C.W. Lin, 'Fast video retrieval via the statistics of motion,' in Proc. of IEEE Conf. on Acoustics, Speech and Signal Processing, Vol. 2, pp. 437-440, 2005   DOI
10 W.E. Farag and H.A. Wahab, 'A human-based technique for measureing video data similarity,' in Proc. of IEEE on International Symposium on Computers and Communication, Vol. 2, pp. 768-774, 2003   DOI