Key-frame extraction using dominant-set clustering

2008 IEEE International Conference on Multimedia and Expo, ICME 2008 - Proceedings

Volumn , Issue , 2008, Pages 1285-1288

  Zeng, Xianglin ^a   Hu, Weiming ^a   Li, Wanqing ^b   Zhang, Xiaoqin ^a   Xu, Bo ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b UNIVERSITY OF WOLLONGONG   (Australia)

Author keywords

Dominant set clustering; Key frames

Indexed keywords

CLUSTERING; DOMINANT-SET CLUSTERING; FRAME EXTRACTIONS; KEY FRAMES; NOVEL METHODS; VIDEO ABSTRACTIONS; VIDEO SHOTS;

EXHIBITIONS; VIDEO SIGNAL PROCESSING;

FLOW OF SOLIDS;

EID: 54049129005     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2008.4607677     Document Type: Conference Paper

References (10)

1. B.T. Truong and S. Venkatesh, "Video abstraction: A systematic review and classification," ACM Trans. on Multimedia Computing, Communications and Applications, vol. 3, no. 1, 2007.
2. Y. Zhuang, Y. Rui, T.S Huang, and S. Mehrotra, "Adaptive key frame extraction using unsupervised clustering," in Proc. ICIP, vol. 1, pp. 866-870, 1998.
3. A. Girgensohn and J. Boreczky, "Time-Constrained Keyframe Selection Technique," Multimedia Tools and Applications, vol. 11, no. 3, pp. 347-358, 2000.
4. X.D. Yu, L. Wang, Q. Tian, and P. Xue, "Multilevel video representation with application to keyframe extraction," 10th International Multimedia Modelling Conference, pp. 117-123, 2004.
5. D. Gibson, N. Campbell, and B. Thomas, "Visual Abstraction of Wildlife Footage using Gaussian Mixture Models and the Minimum Description Length Criterion," in Proc. ICPR, vol. 2, pp. 814-817, 2002.
6. M. Pavan and M. Pelillo, "Efficient Out-of-Sample Extension of Dominant-Set Clusters," Advances in Neural Information Processing Systems, vol. 17, pp. 1057-1064, 2005.
7. M. Pavan and M. Pelillo, "A new graph-theoretic approach to clustering and segmentation," in Proc. CVPR, pp. 3895-3900, 2003.
8. M. Mitra W. Zhu J. Huang, S. R. Kumar and R. Zabih, "Image indexing using Color Correlograms," in Proc. CVPR, pp. 762-768, 1997.
9. H.J. Zhang, A. Kankanhalli, and S.W. Smoliar, "Automatic partitioning of full-motion video," Multimedia Systems, vol. 1, no. 1, pp. 10-28, 1993.
10. T. Liu, H.J. Zhang, and F. Qi, "A novel video keyframeextraction algorithm based on perceived motion energy model," IEEE Trans. on Circuits and Systems for Video Technology, vol. 13, no. 10, pp. 1006-1013, 2003.