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http://dx.doi.org/10.3745/KIPSTB.2005.12B.5.617

A Study on the Abrupt Scene Change Detection Using the Features of B frame in the MPEG Sequence  

Kim Joong-Heon (배제대학교 정보통신공학과)
Jang Jong-Whan (배제대학교 정보통신공학과)
Abstract
General scene change detection determines the changes of a scene by using feature comparison of two continuous images that are above the fixed threshold. But existing algerian detects scene change that was used in comparing the features of two images continuously, it usually takes a lot of time in decrypting the image data and false-detection problem occurs when there is an object motion or a change of illumination. In this paper, macroblock were used to extract the information directly from the MPEG compression area and suggests algorithm that will detect scene changes more effectively. Existing algorithm have shown numerous arithmetic problems that were improved in the proposed algorithm. The existing algorithm cannot detect the changes of a scene after analyzing the relationship of the previousand futureimages while the algorithm being proposed can detect the changes of a scene continuously and resolves the problem of false-detection. To this end, the data used in general were tested to prove that this algerian would be able to detect the scene changes faster and more correctly than the existing ones. The performance of the suggested algorithm was analyzed basedontheresultsoftheexperiment. .
Keywords
Scene Change Detection; B Frame; Macroblock Type; Motion Estimation;
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1 H.J. Zhang, A. Kankanhalli, SW. Smoliar, 'Automatic Partitioning of Full-Motion Video,' Multimedia Systems, Vol.1, pp.10-28, 1993   DOI
2 A. Hampapur, R. Iain, and T. Weymouth, 'Production Model Based Digital Video Sequentation,' Multimedia Tools and Applications, Vol.1, No.1, pp.9-46, Mar., 1995   DOI
3 B.Shahary, 'Scene Change Detection and Content-Based Sampling of Video Sequentation,' Multimedia Tools and Applications, Vol.1, No.1, pp.9-46, Mar., 1995   DOI
4 B.L. Yeo and B. Lie, 'Rapid scene analysis on compressed video,' IEEE Trans. On Circuits and Systems for Video Technology, Vol.5, No.6. pp.533-544, Dec., 1995   DOI   ScienceOn
5 H. Zhang, C. Y. Low, and S. W. Smoliar, 'Video parsing and browsing using compressed data,' Multimedia Tools Applicat., VoI. 1, pp.89-111, 1995   DOI
6 Jianhao Meng, Y. juan, S. F. Chang, 'Scene Chang Detection in a MPEG Compressed Video Sequences,' Proc. of SPIE, Vol.2419, pp.14-25, 1995   DOI
7 Tianming Liu, Hong- Jiang Zhang, and Feihu Qi 'A Novel video Key-Frame-Extraction Algorithm Based on Perceived Motion Energy Model,' IEEE Trans. On Circuits and Systems for Video Tech., Vol. 13, No.10, pp.1006-1013. Oct., 2003   DOI   ScienceOn
8 V. Kobla, and D. Doermann, 'Extraction of features for indexing MPEG compressed video,' IEEE First Workshop on Multimedia Signal Processing, pp.337-342, 1997   DOI
9 V. Kobla, D. S. Doermann, and K I. Lin, 'Archiving, indexing, and retrieval of video in the compressed domain,' Proc. SPIE: Multimedia Storage and Archiving Systems, VoI.2916, pp.78-89, 1996   DOI
10 Shen, Bo, Li, Donge, Sethi, Ishwar K, 'HDH Based Compressed Video Cut Detection,' IEEE '97 Second Int. Conf. on Visual Information Systems, pp.149-156, 1997
11 Lelescu D., and Schonfeld D, 'Real-time scene change detection on compressed multimedia bitstream based on statistical sequential analysis,' IEEE International Conference on Multimedia and Expo, 2000. ICME 2000, Vol.2, pp.1141-1144, 2000
12 Wan, Xia and Kuo, C.-C. Jay, 'A New Approach to Image Retrieval with Hierarchical Color Clustering,' IEEE Trans. on Circuits and Systems for Video Technology, VoI.8, No.5, pp.628-643, 1998   DOI   ScienceOn
13 Sao-Chang Pei and Yu-Zuong Chou, 'Efficient MPEG Compressed Video Analysis Using Macroblock Type Information,' IEEE Trans. On Multimedia, Vol.1, No.4, pp.473-492, December, 1999
14 S. W. Lee, Y. M. Kim and S. W. Choi 'Fast Scene change Detection using Direct Feature Extraction from MPEG Compressed Videos,' IEEE Trans. Multeimedia, Vol.2, No.4, pp.240-254, 2000   DOI   ScienceOn
15 W.A.C. Frenando, C.N. Canagarajah and D.R. Bull. 'Scene change detection algorithms for content-based video indexing and retrieval,' Electronics & Communication Engineering Journal, pp.117-126. June, 2001   DOI   ScienceOn
16 A. Nagasaka and Y. Tanaka, 'Automatic Video Indexing and Full Motion Search for Object Appearance,' Proc. Of IFIP on Visual Database System, pp.l13-127, Sep., 1991
17 Fernando, W.A.C., Canagararajah, C.N., and Bull, D.H. 'Fade-in and fade-out detection in video sequences using histograms,' The 2000 IEEE International Symposium on Circuits and Systems., Proceedings. ISCAS 2000 Geneva, Vol.4, pp.709-712, 2000   DOI
18 Xinying Wang, and Zhengke Weng , 'Scene abrupt change detection,' Electrical and Computer Engineering, 2000 Canadian Conference on, Vol.2, pp.880-883, 2000   DOI