Adaptive video fast forward

Multimedia Tools and Applications

Volumn 26, Issue 3, 2005, Pages 327-344

  Petrovic, Nemanja ^a   Jojic, Nebojsa ^b   Huang, Thomas S ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Content based retrieval; Generative models; Video fast forward

Indexed keywords

CONTENT-BASED RETRIEVAL; GENERATIVE MODELS; VIDEO CONTENT; VIDEO FAST FORWARD;

DATA REDUCTION; DATABASE SYSTEMS; DIGITAL TELEVISION; GRAPHIC METHODS; IMAGE RETRIEVAL; MATHEMATICAL MODELS; QUERY LANGUAGES; STATISTICAL METHODS;

VIDEO SIGNAL PROCESSING;

EID: 22144475483     PISSN: 13807501     EISSN: 15737721     Source Type: Journal    
DOI: 10.1007/s11042-005-0895-9     Document Type: Article

References (21)

1. 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. On Circuits and Systems for Video Technology, Vol. 8, No. 5, pp. 602-615, 1998.
2. J.S. De Bonet and P. Viola, "Structure driven image database retrieval," in Advances in Neural Information Processing Systems, No. 10, 1997.
3. A.P. Dempster, N.M. Laird, and D.B. Rubin, "Maximum Likelihood from incomplete data via the EM algorithm, Journal of the Royal statistical Society, Series B, Vol. 39, No. 1, pp. 1-38, 1977.
4. E. Hadjidemetriou, M.D. Grossberg, and S.K. Nayar, "Spatial Information in Multiresolution Histograms," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, Vol. I. pp. 702-709, 2001.
5. M. Irani and P. Anandan, "Video indexing based on mosaic representation," IEEE Transaction on Pattern Analysis and Machine Intelligence, Vol. 86, No. 5, May 1998.
6. N. Jojic and B. Frey, "Learning flexible sprites in video layers," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2001.
7. N. Jojic, N. Petrovic, B. Frey, and T.S. Huang, "Transformed hidden markov models: Estimating mixture models and inferring spatial transformations in video sequences," in Proceedings IEEE Conf. Comp. Vis. Pattern Recogn., 2000.
8. N. Jojic, N. Petrovic, and T.S. Huang, "Scene generative models for adaptive video fast forward," Accepted, IEEE Int. Conf. Image Proc., Barcelona, Spain, 2003.
9. M.I. Jordan, Z. Ghahramani, T. Jaakkola, and K. Saul, "An introduction to variational methods for graphical models," Machine Learning, Vol. 37, No. 2, pp. 183-233, 1999.
10. O. Maron and A.L. Ratan, "Multiple-instance learning for natural scene classification," in Proc. 15th Int. Conf. on Machine Learning, 1998, pp. 341-349.
11. M.R. Naphade, T. Kristjansson, B. Frey, and T.S. Huang, "Probabilistic multimedia objects (multijects): A novel approach to video indexing and retrieval in multimedia systems," in Proceedings of ICIP, Vol. 3, 1998, pp. 536-540.
12. C.W. Ngo, T.C. Pong, and H.J. Zhang, "On clustering and retrieval of video shots," in Proceedings of ACM Multimedia, 2001.
13. J. Pearl, "Probabilistic Reasoning in Intelligent Systems Morgan Kaufmann Publishers: San Mateo, CA, 1988.
14. G. Pingali, G.A. Opalach, and I. Carlbom, "Multimedia retrieval through spatio-temporal activity maps," in Proceedings of ACM Multimedia, 2001.
15. C. Schmid, "Constructing models for content-based image retrieval," in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2001.
16. D. Spiegelhalter, A. Thomas, and W. Gilks, "BUGS, Bayesian inference using Gibbs sampling," Technical Report, MRC Biostatistics Unit. Cambridge, UK, 1993.
17. C. Stauffer, E.G. Miller, and K. Tieu, "Transform-invariant image decomposition with similarity templates," in Adv. in Neural Inf. Proc. Systems, 2001.
18. M.J. Swain and D.H. Ballard, "Color Indexing," Int. J. Comp. Vis. Vol. 7. No. 1, 1991.
19. K. Tieu and P. Viola, "Boosting image retrieval," CVPR, pp. 228-235, 2000.
20. C. Wren, A. Azarbayejani, T. Darrell, and A. Pentland, "Pfinder: Real-time tracking of the human body," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 780-785, 1997.
21. L. Zelnik-Manor, and M. Irani, "Event-based video analysis," CVPR, 2001.