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Variable Dynamic Threshold Method for Video Cut Detection  

염성주 (광운대학교 컴퓨터공학부 멀티미디어 연구실)
김우생 (광운대학교 컴퓨터공학부 멀티미디어 연구실)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.27, no.4A, 2002 , pp. 356-363 More about this Journal
Abstract
Video scene segmentation is fundamental role for content based video analysis and many kinds of scene segmentation schemes have been proposed in previous researches. However, there is a problem, which is to find optimal threshold value according to various kinds of movies and its content because only fixed single threshold value usually used for cut detection. In this paper, we proposed the variable dynamic threshold method, which change the threshold value by a probability distribution of cut detection interval and information of frame feature differences and cut detection interval in previous cut detection is used to determine the next cut detection. For this, we present a cut detection algorithm and a parameter generation method to change the threshold value in runtime. We also show the proposed method, which can minimize fault alarm rate than the existing methods efficiently by experimental results.
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Times Cited By KSCI : 2  (Citation Analysis)
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1 Hirotada Ueda, Takafumi Miyatake, Satoshi Toshizawa, 'IMPACT: An Interactive natural motion picture dedicated Multimedia Authoring system', CHI'91 Confeience Proceedings, pp. 343-350, 1991
2 Akio Nagasaka, Yuzuru Tanaka, 'Automatic Video indexing and full video search for object appearance', 2nd Working Conference on Visual Database Systems, Oct., 1991
3 Jurgen Stauder, Henri Nicolas, 'Motion-Based Video Indexing Evaluating Object Shading', In Proceedings of ICIP, Kobe, October 1999
4 Makoto Miyahara, Yasuhiro Yoshida, 'Mathematical transform of (R, G, B) color data to Munsell (H, V, C) color data,' SPIE Visual Communication and Image Processing '88, Vol.1001, pp.650-657, 1988
5 John S. Boreczky, Lawrence A. Rowe, 'Comparision of video shot boundary detection techniques', in Storage & Retrieval for Image and Video Database IV, Proc. of SPIE 2670, pp. 170-179, 1996
6 Shahraray. B., Scene change detection and content-based sampling of video sequences, in Digital Video Compression : Algorithms and Technologies, Proc. SPIE 2419, PP 2-13, Februaiy, 1995
7 Jianhao Meng, Yujen Juan, Shih-Fu Chang, Scene Change Detection in a MPEG Compressed Video Sequence, IS&T/SPIE Symposium Proceedings, Vol. 2419, Feb., 1995
8 Lu Tong, P.N. Suganthan, An Adaptive Cumulation Algorithm for Video Shot Detection, Proceedings of 2001 Intemational Symposium on Intelligent Multimedia, Video and Speech Processing, PP 296-299, May, 2001
9 W.J. Heng, K. N. Ngam, 'The Implementation of Object-Based Shot Boundary Detection using Edge Tracing and Tracking', IEEE Intemational Conference on Image Processing (ICIP '99), Japan, 1999
10 Xinymg Wang, Zhengke Weng, Scene Abrupt Change Detection, Electrical and Computer Engineering, 2000 Canadian Conference on, Vol. 2 , pp 880-883, 2000
11 윤인구, 김우생, 동적 임계값을 이용한 컷 검출,한국정보처리학회 논문집, 7원, 1999