Publication

Publication

Papers directly acknowledging SHIAE funding:
　

Journal:

[1] "A Unified Log-based Relevance Feedback Scheme for Image Retrieval,” S.C.H. Hoi, M.R.Lyu and R. Jin, IEEE Transaction on Knowledge and Data Engineering (TKDE), vol. 18, no. 4, April 2006, pp. 509-524.

[2] "Collaborative Image Retrieval via Regularized Metric Learning," L. Si, R. Jin, S. C.H. Hoi and M.R. Lyu, accepted to ACM Multimedia Systems Journal, Special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, April 2006, pp. 34-44.

Conference:

[3] "An Empirical Study on Large-Scale Content-Based Image Retrieval", Y.-M. Wong, S. C.-H. Hoi, and M.R. Lyu, in Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, 2-5 July 2007.

[4] "Learning Non-Parametric Kernel Matrices from Pairwise Constraints," S. C.H. Hoi, R. Jin and M.R. Lyu, in Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007), OR, US, 20-24 June 2007.

[5] "A Multi-Modal and Multi-Level Ranking Framework for Content-Based Video Retrieval," Steven C.H. Hoi and Michael R Lyu, In the 32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Special Session on "Web Image/Video Search Technologies", Hawaii, USA, 15-20 April, 2007. (Invited Paper/Talk)

[6] "Learning the Unified Kernel Machines for Classification," Steven C.H. Hoi, Michael R Lyu and Edward Y Chang, In 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2006), pp.187-196, Philadelphia, USA, August 20 - 23, 2006.(acceptance rate: 11%)

[7] "Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-based Image Retrieval,“ (Invited Paper) S.C.H. Hoi, M.R. Lyu and R. Jin, in Proceedings 1st IEEE International EMMA Workshop in conjunction with 21st ICDE Conference, Tokyo, Japan, April 2005, pp. 76-85.

[8] “CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval”, S. C.H. Hoi, J. K. Zhu and M. R. Lyu, In Proceedings of Cross Language Evaluation Forum (CLEF), LNCS, 2006.

[9] "Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data", Q. Zhao, S. C. H. Hoi, T.-Y. Liu, S. S. Bhowmick, M.R. Lyu and W.-Y. Ma, to appear in Proceedings 15th International World Wide Web conference (WWW2006), Edinburgh, England, UK, 2006. (acceptance rate = 11%)

[10] "Large-Scale Text Categorization by Batch Mode Active Learning," S. C.H. Hoi, R. Jin and M.R. Lyu, To appear in Proceedings 15th International World Wide Web conference (WWW2006), Edinburgh, England, UK, May, 2006. (acceptance rate = 11%) 　

[11] "Batch Mode Active Learning and Its application to Medical Image Classification," S. C. H. Hoi, R. Jin, J. Zhu and M.R. Lyu, in Proceedings the 23rd International Conference on Machine Learning (ICML2006), Pittsburgh, Penn, US, June 25-29, 2006.

[12] "Learning Distance Functions from Contextual Constraints for Image Retrieval and Data Clustering", Steven C.H. Hoi, W. Liu, M. R. Lyu, Wei-Ying Ma, Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR2006), New York, 17-22 June, 2006.

[13] "ART: Augmented Reality Table for Interactive Trading Card Game," A. H. T. Lam, K. C. H. Chow, E. H. H. Yau, and M.R. Lyu, ACM International Conference on Virtual Reality Continuum and Its Applications (VRCIA 2006), Hong Kong, 14-17 June, 2006.

[14] "A Semi-Supervised Active Learning Framework for Image Retrieval," S.C.H. Hoi and M.R. Lyu, in Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), San Diego, CA, USA, June 20-25, 2005, pp. 302-309.

Other Related Papers:
　

[15] "A Unified Machine Learning Framework for Large-Scale Personalized Information Management," E.Y. Chang, C.H. Hoi, X. Wang, W.-Y. Ma, and M.R. Lyu, The 5th IEEE Emerging Information Technology Conference, Taipei, Taiwan, August, 2005.

[16] "A Novel Log-based Relevance Feedback Technique in Content-based Image Retrieval," C.H. Hoi and M.R. Lyu, Proceedings ACM Multimedia 2004, New York October 10-16 2004, pp.24-31.

[17] "Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns," S. Lu, M.R. Lyu, and I. King, Proceedings 11th International Multimedia Modeling Conference (MMM'2005), Melbourne, Australia, January 12-14 2005, pp. 60-67.

[18] "A Novel Video Summarization Framework for Document Preparation and Archival Applications," S. Lu, I. King, and M.R. Lyu, Proceedings 2005 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 5-12, 2005.

[19] "Minimum Error Minimax Probability Machine," K. Huang, H. Yang, I. King, M.R. Lyu, and L. Chan, Journal of Machine Learning Research, issue 5, October 2004, pp. 1253-1286.

[20] "Learning Large Margin Classifiers Locally and Globally", K. Huang, H. Yang, I. King and M.R. Lyu, Proceedings Twenty-first International Conference on Machine Learning (ICML'2004), Banff, Alberta, Canada, July 4-8, 2004, pp. 401-408.

[21] "A Comprehensive Method for Multilingual Video Text Detection," M.R. Lyu, J. Song, and M. Cai, IEEE Transactions on Circuits and Systems for Video Technology, vol 15, issue 2, February 2005, pp. 243-255.

[22] "Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality," J. Zhu, S. C.H. Hoi, E. Yau and M.R. Lyu, To appear in Proceedings 9th European Conference on Computer Vision (ECCV2006), Graz, Austria, May 7 - 13, 2006.