Real-time computerized annotation of pictures

Proceedings of the 14th Annual ACM International Conference on Multimedia, MM 2006

Volumn , Issue , 2006, Pages 911-920

  Li, Jia ^a   Wang, James Z ^a  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

Clustering; Image annotation; Modeling; Statistical learning

Indexed keywords

IMAGE PROCESSING; LEARNING ALGORITHMS; PROGRAM PROCESSORS; REAL TIME SYSTEMS; SEMANTICS;

ANNOTATING PICTURES; IMAGE ANNOTATION; STATISTICAL LEARNING;

INTERACTIVE COMPUTER GRAPHICS;

EID: 34547209111     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1180639.1180841     Document Type: Conference Paper

References (26)

1. K. Barnard, P. Duygulu, N. de Freitas, D. A. Forsyth, D. M. Blei, and M. I. Jordan, "Matching words and pictures," Journal of Machine Learning Research, vol. 3, pp. 1107-1135, 2003.
2. D. Beymer and T. Poggio, "Image representations for visual learning," Science, vol. 272, pp. 1905-1909, 1996.
3. P. J. Bickel and D. A. Freedman, "Some asymptotic theory for the bootstrap," Annals of Statistics, vol. 9, pp. 1196-1217, 1981.
4. S.-F. Chang, W. Chen, and H. Sundaram, "Semantic visual templates: Linking visual features to semantics," In Proc. Int. Conf. on Image Processing, vol. 3, pp. 531-535, Chicago, IL, 1998.
5. R. Datta, J. Li, and J. Z. Wang, "Content-based image retrieval - Approaches and trends of the new age," In Proc Int. Workshop on Multimedia Information Retrieval, pp. 253-262, 2005.
6. I. Daubechies, Ten Lectures on Wavelets, Capital City Press, 1992.
7. M. Evans, N. Hastings, and B. Peacock, Statistical Distributions, 3rd ed., John Wiley & Sons, Inc., 2000.
8. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 2nd ed., Prentice Hall, 2002.
9. T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning: Data Mining, Inferences, and Prediction, Springer-Verlag, New York, 2001.
10. J. He, M. Li, H.-J. Zhang, H. Tong, and C. Zhang, "Mean version space: A new active learning method for content-based image retrieval," In Proc Multimedia Information Retrieval Workshop, 2004.
11. X. He, W.-Y. Ma, and H.-J. Zhang. "Learning an image manifold for retrieval," In Proc. ACM Multimedia Conf., 2004.
12. E. Levina and P. Bickel, "The earth mover's distance is the Mallows distance: Some insights from statistics," In Proc. Int. Conf. on Computer Vision, pp. 251-256, Vancouver, Canada, 2001.
13. J. Li and J. Z. Wang, "Automatic linguistic indexing of pictures by a statistical modeling approach," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 25, no. 9, pp. 1075-1088, 2003.
14. C. L. Mallows, "A not on asymptotic joint normality," Annals of Mathematical Statistics, vol. 43, no. 2, pp. 508-515,1972.
15. F. Monay and D. Gatica-Perez, "On image auto-annotation with latent space models," In Proc ACM Multimedia Conf., 2003.
16. Y. Rui, T. S. Huang, M. Ortega, and S. Mehrotra, "Relevance feedback: A power tool in interactive content-based image retrieval," IEEE Transactions on Circuits and Systems for Video Technology, vol. 8, no. 5, pp. 644-655, 1998.
17. A. Singhal, J. Luo, and W. Zhu, "Probabilistic spatial context models for scene content understanding," In Proc. IEEE Int. Conf. on Computer Vision and Pattern Recognition, 2003.
18. A. W. M. Smeulders, M. Worring, S. Santini, A. Gupta, and R. Jain, "Content-based image retrieval at the end of the early years," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 12, pp. 1349-1380, 2000.
19. J. R. Smith and S.-F. Chang, "VisualSEEk: A fully automated content-based image query system," In Proc. ACM Multimedia Conf., 1996.
20. K. Tieu and P. Viola, "Boosting image retrieval," International Journal of Computer Vision, vol. 56, no. 1/2, pp. 17-36, 2004.
21. C. Tomasi, "Past performance and future results," Nature, vol. 428, page 378, March 2004.
22. S. Tong and E. Chang, "Support vector machine active learning for image retrieval," In Proc ACM Multimedia Conf, pp. 107-118, 2001.
23. N. Vasconcelos and A. Lippman, "A multiresolution manifold distance for invariant image similarity," IEEE Transactions on Multimedia, vol. 7, no. 1, pp. 127-142, 2005.
24. J. Z. Wang, J. Li, and G. Wiederhold, "SIMPLIcity: Semantics-sensitive integrated matching for picture libraries," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 23, no. 9, pp. 947-963, 2001.
25. J. Z. Wang and J. Li, "Learning-based linguistic indexing of pictures with 2-D MHMMs," In Proc. ACM Multimedia Conf., pp. 436-445, Juan Les Pins, France, ACM, 2002.
26. C. Zhang and T. Chen, "An active learning framework for content-based information retrieval," IEEE Transactions on Multimedia, vol. 4, no. 2, pp. 260-268, 2002.