The Research of Key Frame Extraction Technique Based on Video Content

Abstract:

Key frame extraction is the precondition and fundamental of the video retrieval and video analysis. The method of key frame extraction determines the final result of video analysis. Firstly, the paper introduced the basic theories and principles of the Key frame extraction technology. Secondly, examined the typical method of key frame extraction techniques of video based on non-compression domain and compression-domain in detailed, at the same time, the evaluation and comparisons of the methods are made by experimental. Thirdly, the summarization is given and the prospection of Key frame extraction in the future is made in the end of paper.

• Periodical: Key Engineering Materials (Volumes 474-476)
• Pages: 760-763
• DOI: https://doi.org/10.4028/www.scientific.net/KEM.474-476.760
• Online since: April 2011
• Authors: Wei Zhe
• Keywords: Compressed Domain, Key Frame Extraction, Video Retrieval

References

[1] Zabih, R, Miller, J and Mai, K. A Feature-based Algorithm for Detecting and Classifying Scence Breaks. San Francisco, CA: Proc ACM Multimedia 95, November 1993, pp.189-200.

DOI: 10.1145/217279.215266

[2] Udea, H, Miyatake, T and Yoshizawa,S. IMPACT: An Integrated Natural-motion-picture Dedicated Multimedia Authoring System. New York: in proceedings of ACM, 1991, PP343-350.

[3] H.J. Zhang, C.Y. Low, and S. W. Smoliar, Video parsing and browsing using compressed data, Multimedia Tools App1. 1, 1995, 91-113.

DOI: 10.1007/bf01261227

[4] Y.J. Zhang, and H.B. Lu, a hierarchical organization scheme for video data, pattern recognition, 2002, vol. 35, no. 11, pp.2381-2387.

DOI: 10.1016/s0031-3203(01)00189-3

[5] Hong Jiang Zhang, Jianhua Wu, and Di Zhong, an integrated system for conten- based video retrieval and browsing, pattern recognition, 1997, vol. 30, no. 4, pp.643-658.

DOI: 10.1016/s0031-3203(96)00109-4

[6] Ramprasath Dorairaj  and Namuduri, K. R, Compact combination of MPEG-7 color and texture descriptors for image retrieval, Conference record of the Thirty-eighth Asilomar Conference on Signals, Systems & Computers . Vol. 1, pp.387-391, (2004).

DOI: 10.1109/acssc.2004.1399159

[7] T. Sikora, The MPEG-7 visual standard for content description-an overview, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 11, no. 6, pp.696-702, (2001).

DOI: 10.1109/76.927422

[8] Manjunath B.S., Ohm, J. -R. and Vasudevan, V.V., Color and texture descriptors, IEEE Transactions on Circuits and Systems for Video Technology. Vol, 11, no. 6, pp.703-715, (2001).

DOI: 10.1109/76.927424

[9] Sarah De Bruyne, Davy Van Deursen, and Jan De Cock, 2008. A comprssed-domain approach for shot boundary detection on H. 264/AVC bit streams, Singnal Processing: Image.

DOI: 10.1016/j.image.2008.04.012

[10] Wen-Nung Lie and Chun-Ming Lai, 2004. news video summarization based on spatial and motion feature alalysis, Proc. Of Pacific-rim conf. On multimedia (PCM'04), Tokyo, Japan, Nov.