Motion flow-based video retrieval

IEEE Transactions on Multimedia

Volumn 9, Issue 6, 2007, Pages 1193-1201

  Su, Chih Wen ^b   Liao, Hong Yuan Mark ^a,b,c   Tyan, Hsiao Rong ^d   Lin, Chia Wen ^a,e   Chen, Duan Yu ^b   Fan, Kuo Chin ^a,f  

^a IEEE

^b INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^c NATIONAL CHIAO TUNG UNIVERSITY   (Taiwan)

^d CHUNG YUAN CHRISTIAN UNIVERSITY   (Taiwan)

^e NATIONAL TSING HUA UNIVERSITY   (Taiwan)

^f NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Motion analysis; Video retrieval

Indexed keywords

ALGORITHMS; MOTION ESTIMATION; QUERY LANGUAGES;

MOTION ANALYSIS; MOTION VECTORS;

IMAGE RETRIEVAL;

EID: 34648854440     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2007.902875     Document Type: Article

References (24)

1. M. Flickner et al., "Query by image and video content: The QBIC system," IEEE Comput. Mag., vol. 28, pp. 23-32, Sep. 1995.
2. S. F. Chang, W. Chen, H. J. Meng, H. Sundaram, and D. Zhong, "A fully automated content-based video search engine supporting spatiotemporal queries," IEEE Trans. Circuits Syst. Video Technol., vol. 8, no. 5, pp. 602-615, Sep. 1998.
3. D. H. Douglas and T. K. Peucker, "Algorithms for the reduction of the number of points required to represent a digitized line or its caricature," The Canadian Cartographer, vol. 10, no. 2, pp. 112-122, 1973.
4. R. Wang and T. Huang, "Fast camera motion analysis in MPEG domain," in Proc. Int. Conf. Image Processing (ICIP), Oct. 1999, vol. 3, pp. 691-694.
5. S. Dagtas, W. Al-Khatib, A. Ghafoor, and R. L. Kashyap, "Models for motion-based video indexing and retrieval," IEEE Trans. Image Process., vol. 9, no. 1, pp. 88-101, 2000.
6. R. Fablet, P. Bouthemy, and P. Perez, "Nonparametric motion characterization using causal probabilistic models for video indexing and retrieval," IEEE Trans. Image. Process., vol. 11, no. 4, pp. 393-407, Apt. 2002.
7. A. Pentland, R. W. Picard, and S. Sclaroff, "Photobook: Content-based manipulation of image databases," Int. J. Comput. Vis., vol. 18, no. 3, pp. 233-254, 1996.
8. J. R. Smith and S. F. Chang, "VisualSEEk: A fully automated content-based image query system," in ACM Multimedia Conf., Nov. 1996, pp. 87-98.
9. A. Hamrapur, A. Gupta, B. Horowitz, C. F. Shu, C. Fuller, J. Bach, M. Gorkani, and R. Jain, "Virage video engine," in SPIE Proc. Storage and Retrieval for Image and Video Databases V, San Jose, CA, Feb. 1997, pp. 188-197.
10. Y. Deng and B. S. Manjunath, "NeTra-V: Toward an object-based video representation," IEEE Trans. Circuits Syst. Video Technol., vol. 8, no. 5, pp. 616-627, Sept. 1998.
11. Y.-F. Ma and H.-J. Zhang, "Motion texture: A new motion based video representation," in Proc. 16th Int. Conf. Pattern Recognition, Aug. 11-15, 2002, vol. 2, pp. 548-551.
12. D.-J. Lan, Y.-F. Ma, and H.-J. Zhang, "A novel motion-based representation for video mining," in Proc. Int. Conf. Multimedia and Expo, Jul. 6-9, 2003, vol. 3, pp. 469-472.
13. B. S. Manjunath, P. Salembier, and T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface Jun. 2002.
14. Y. Tsaig and A. Averbuch, "Automatic segmentation, of moving objects in video sequences: A region labeling approach," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 7, pp. 597-612, Jul. 2002.
15. V. Mezaris, I. Kompatsiaris, and M. G. Strintzis, "Video object segmentation using Bayes-based temporal tracking and trajectory-based region merging," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 6, pp. 782-795, Jun. 2004.
16. R. Cucchiara, C. Grana, M. Piccardi, and A. Prati, "Detecting moving objects, ghosts, and shadows in video streams," IEEE Trans. Pattern Anal Machine Intell, vol. 25, no. 10, pp. 1337-1342, Oct. 2003.
17. C. Rao, A. Gritai, M. Shah, and T. Syeda-Mahmood, "View-invariant alignment and matching of video sequences," in Proc. 9th IEEE Int. Conf. Computer Vision, Oct. 13-16, 2003, vol. 2, pp. 939-945.
18. M. Vlachos, G. Kollios, and D. Gunopulos, "Discovering similar multidimensional trajectories," in Proc. 18th Int. Conf. Data Engineering, 26 Feb.-1 Mar. 2002, pp. 673-684.
19. [Online]. Available: http://www.video.google.com/
20. [Online]. Available: http://www.search.yahoo.com/
21. C.-W. Su, H.-Y. M. Liao, K.-C. Fan, C.-W. Lin, and H.-R. Tyan, "A motion-flow-based fast video retrieval system," in Proc. 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Singapore, Nov. 10-11, 2005.
22. C.-W. Su, H.-Y. M. Liao, H.-R. Tyan, K.-C. Fan, and L.-H. Chen, "A motion-tolerant dissolve detection algorithm," IEEE Trans. Multimedia, vol. 7, no. 6, pp. 1106-1113, Dec. 2005.
23. C.-C. Shih, H.-R. Tyan, and H.-Y. M. Liao, "Shot change detection based on the Reynolds transport theorem," Lecture Notes in Computer-Science, vol. 2195, pp. 819-824.
24. R. Venkatesh Babu and K. R. Ramakrishnan, "Compressed domain video retrieval using object and global motion descriptors," Multimedia Tools and Applic., vol. 32, no. 1, pp. 93-113, Jan. 2007.