Semantic grouping of shots in a video using modified K-Means clustering

Proceedings of the 7th International Conference on Advances in Pattern Recognition, ICAPR 2009

Volumn , Issue , 2009, Pages 125-128

  Mohanta, Partha Pratim ^a   Saha, Sanjoy Kumar ^b  

^a INDIAN STATISTICAL INSTITUTE   (India)

^b JADAVPUR UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION THEORY; PATTERN RECOGNITION; SEMANTICS; VIDEO RECORDING;

CONTENT BROWSING; K-MEANS CLUSTERING; KEY-FRAMES; LOW-LEVEL FEATURE VECTORS; MEANS CLUSTERING ALGORITHMS; SCENE DETECTIONS; SEMANTIC CONTENTS; SEMANTIC GROUPINGS; VIDEO DATUM;

CLUSTERING ALGORITHMS;

EID: 63649131307     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAPR.2009.35     Document Type: Conference Paper

References (15)

1. M. M. Yeung and B. L. Yeo, "Time-constrained clustering for segmentation of video into story units," in Proc. ICPR, 1996.
2. L. Zhao, , S.-Q. Yang, and B. Feng, "Video scene detection using slide wimdows methobd based on temporal constraint shot similarity," in Proc. IEEE Intl. Conf. on Multimedia and Expo, 2001, pp. 649 - 652.
3. W. Qi, H. Jiang, X.-R. Chen, and H.-J. Zhang, "Integrating visual, audio and text analysis for news video," in Proc. ICIP, 2000.
4. J. R. Kender and B. L. Yeo, "Video scene detection via continuous video coherence," in Proc. IEEE Intl. Conf. on CVPR, 1998, pp. 367 - 373.
5. H. Sundaram and S. F. Chang, "Computable scenes and structures in films," IEEE Trans. on Multimedia, vol. 4(4), pp. 482 - 491, 2002.
6. Z. Li, H. Lu, and Y. P. Tan, "Video scene segmentation using sequential change detection," in Proc. PCM, 2004, pp. 575 - 582.
7. T. Lin and H. J. Zhang, "Automatic video scene extraction by shot grouping," in Proc. ICPR, 2000.
8. Y. Rui, T. S. Huang, and S. Mehrotra, "Construction table-of-content for video," ACM Multimedia Systems, vol. 7(5), pp. 359 - 368, 1999.
9. X. Zhu, L. Wu, X. Xue, X. Lu, and J. Fan, "Automatic scene detection in news program by integrating visual feature and rules," in Proc. IEEE PCM Conf., 2001, pp. 837 - 842.
10. X. Zhu, A. K. Elmagarmid, X. Xue, L. Wu, and A. C. Catlin, "Insight video: Toward hierarchical video content organization for efficient browsing, summarization and retrieval," IEEE Trans. on Multimedia, vol. 7(4), 2005.
11. A. Hanjalic, R. L. Lagendijk, and J. Biemond, "Automated high-level movie segmentation for advanced video-retrieval," IEEE Trans. on Circuits and Systems for Video Technology, vol. 9(4), pp. 580 - 588, 1999.
12. J. M. Corridoni and A. D. Bimbo, "Structured representation and automatic indexing of movie information content," Pattern Recognition, vol. 31(12), pp. 2027 - 2045, 1998.
13. B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. on PAMI, vol. 18, pp. 837 - 842, 1996.
14. P. P. Mohanta, S. K. Saha, and B. Chanda, "Shot boundary detection using frame transition parameters and edge strength scatter," in Proc. PReMI, 2007, pp. 641 - 648.
15. -, "A novel key-frame detection technique using statistical run test and majority voting," in Proc. ICVGIP, 2008.