Video scene detection using dominant sets

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2008, Pages 73-76

  Sakarya, Ufuk ^a,b   Telatar, Ziya ^b  

^a MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^b ANKARA UNIVERSITY   (Turkey)

Author keywords

Dominant sets; Graph partitioning; Video scene detection

Indexed keywords

BOUNDARY INFORMATION; COMPLETE INFORMATION; DOMINANT SET; DOMINANT SETS; EDGE WEIGHTS; GRAPH PARTITIONING; GRAPH-BASED; TREE-BASED; VIDEO SCENE; VIDEO SCENE DETECTION; WEIGHTED UNDIRECTED GRAPH;

IMAGE PROCESSING; IMAGING SYSTEMS;

GRAPH THEORY;

EID: 69949180411     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4711694     Document Type: Conference Paper

References (15)

1. M. Yeung, B.L. Yeo, and B. Liu, "Segmentation of video by clustering and graph analysis," Computer Vision and Image Understanding, vol. 71, pp. 94-109, 1998.
2. Y. Rui, T.S. Huang, and S. Mehrotra, "Constructing table of content for videos," Multimedia Systems, vol. 7, pp. 359-368, 1999.
3. J.R. Kender and B.-L. Yeo, "Video Scene Segmentation via Continuous Video Coherence," In: Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 367-373, June 23-25, 1998.
4. A. Hanjalic, R.L. Lagendijk, and J. Biemond, "Automated high-level movie segmentation for advanced video-retrieval systems," IEEE Trans. Circuits and Systems for Video Technology, vol. 9, no. 4, pp. 580-588, 1999.
5. Y. Zhai and M. Shah, "Video scene segmentation using Markov chain Monte Carlo," IEEE Trans. Multimedia, vol. 8, no. 4, pp. 686-697, 2006.
6. Z. Gu, T. Mei, X.-S. Hua, X. Wu, and S. Li, "EMS: Energy minimization based video scene segmentation," In: Proc. IEEE International Conference on Multimedia and Expo, pp. 520-523, July 2-5, 2007.
7. Z. Rasheed and M. Shah, "Detection and representation of scenes in videos," IEEE Trans. Multimedia, vol. 7, pp. 1097-1105, 2005.
8. J. Shi and J. Malik, "Normalized cuts and image segmentation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, pp. 888-905, 2000.
9. U. Sakarya and Z. Telatar, "Graph-based multilevel temporal segmentation of scripted content videos," In: F. Escolano, M. Vento (Eds.), LNCS, GbRPR 2007, vol. 4538, pp. 168-179, Springer, Heidelberg, 2007.
10. U. Sakarya and Z. Telatar, "Graph partition based scene boundary detection," In: M. Petrou, T. Saramäki, A. Erçil, S. Lončarć (Eds.), Proc. The 5th International Symposium on Image and Signal Processing and Analysis (ISPA 2007), pp. 544-549, Istanbul, Turkey, September 27-29, 2007.
11. M. Pavan and M. Pelillo, "Dominant sets and pairwise clustering," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 29, no. 1, pp. 167-172, 2007.
12. A. Torsello, M. Pavan, and M. Pelillo, "Spatio-temporal segmentation using dominant sets," In: A. Rangarajan, B. Vemuri, A.L. Yuille (Eds.), LNCS, EMMCVPR'05, vol. 3757, pp. 301-315, Springer, Heidelberg, 2005.
13. R. Hamid, A. Johnson, S. Batta, A. Bobick, C. Isbell, and G. Coleman, "Detection and explanation of anomalous activities: representing activities as bags of event n-grams," In: Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 1, pp. 1031-1038, June 20-25, 2005.
14. U. Sakarya and Z. Telatar, "A graph-based approach for video scene detection," In: IEEE 16th Signal Processing, Communication and Applications Conference, Didyma, Aydin, Turkey, April 20-22, 2008.
15. C. Petersohn, "Fraunhofer HHI at TRECVID 2004: Shot Boundary Detection System," TREC Video Retrieval Evaluation Online Proceedings, TRECVID 2004, [Online], Available: http://www-nlpir.nist.gov/ projects/tvpubs/tvpapers04/fraunhofer.p df, The last access date: April 27, 2006.