A histogram-based moment-preserving clustering algorithm for video segmentation

Pattern Recognition Letters

Volumn 24, Issue 14, 2003, Pages 2209-2218

  Lo, Chi Chun ^a   Wang, Shuenn Jyi ^a  

^a NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

Author keywords

Clustering; Moment preserving; Video segmentation

Indexed keywords

ALGORITHMS; IMAGE RETRIEVAL; IMAGE SEGMENTATION;

VIDEO SEQUENCES;

PATTERN RECOGNITION;

PATTERN RECOGNITION; SEGMENTATION;

EID: 0042341578     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(03)00048-5     Document Type: Article

References (17)

1. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms 1981 Plenum Press New York
2. Gunsel B. Ferman M. Murat A.T. Temporal video segmentation using unsupervised clustering and semantic object tracking J. Electron. Imaging 7 3 1998 592-603
3. Hanjalic A. Zhang H.J. An integrated scheme for automated video abstraction based on unsupervised cluster-validity analysis IEEE Trans. Circuits and Systems for Video Technology 9 8 1999 1280-1289
4. Idris F. Panchanathan S. Review of image and video indexing techniques J. Vis. Commun. Image Rep. 8 2 1997 146-166
5. Jain A.K. Dubes R.C. Algorithms for Clustering Data 1998 Prentice-Hall Englewood Cliffs, NJ
6. Jain A.K. Vailaya A. Wei X. Query by video clip Multimedia Systems 7 1999 369-384
7. Jiang H. Helal A. Elmagarmid A.K. Joshi A. Scene change detection techniques for video database systems Multimedia Syst. 1998 186-195
8. Joshi, A., Auephanwiriyakul, S., Krishnapuram, R., 1998. On fuzzy clustering and content based access to networked video database. In: IEEE Conference, Eighth International Workshop on Continuous-Media Databases and Applications. Research Issues in Data Engineering, pp. 42-49
9. Lupatini, G., Saraceno, C., Leonardi, R., 1998. Scenebreak detection: a comparison. In: IEEE Conference, Eighth International Workshop on Continuous-Media Databases and Applications. Research Issues in Data Engineering, pp. 34-41
10. Nagasaka A. Tanaka Y. Automatic video indexing and full video search for object appearance IFIP: Vis. Database Syst. II 1992 113-127
11. Ralph M.F. Robson C. Temple D. Gerlach M. Metrics for shot boundary detection in digital video sequences Multimedia Syst. 8 2000 37-46
12. Sethi I.K. Patel N. A statistical approach to scene change detection SPIE 2420 1995 329-338
13. Shahraray S. Scene change detection and content-based sampling of video sequence SPIE 2419 1995 2-13
14. Swanberg D. Shu C.F. Jain R. Knowledge guided parsing in video database Proc. SPIE 1993 13-24
15. Tsai W.S. Moment-Preserving Thresholding: A New Approach Comp. Vision Graphics Image Process. 29 1985 377-393
16. Zhang Y.J. Lu H.B. A hierarchical organization scheme for video data Pattern Recognit. 35 2002 2381-2387
17. Zhang H.J. Kankanhalli A. Smoliar S.W. Automatic partitioning of full-motion video ACM Multimedia Syst. 1 1 1993 10-28