[Books] [Patents] [Journal Papers] [Book Chapters] [Invited Papers] [Conference Papers] [Other Publications] [Copyright Notices]

 

BOOKS

  1. Multimedia Data Mining: A Systematic Introduction to Concepts and Theory
    Zhongfei (Mark) Zhang and Ruofei Zhang
    Chapman & Hall/CRC Publishers, 2008 (In Press, Link on Amazon.com)


Patents

  1. Fast And Semantics-Tailored Image Retrieval, Z. Zhang and R. Zhang.
    US patent application number 60/508,459.

        Report of our work on the Discover-e.     Report of our projects on the Press & Sun-Bulletin.


Journal PAPERS

  1. R. Zhang and Z. Zhang, Effective Image Retrieval Based on Hidden Concept Discovery in Image Database, IEEE Transactions on Image Processing, Vol. 16, Issue 2, pp. 562-572, February, 2007.
     

  2. R. Zhang and Z. Zhang, BALAS: Empirical Bayesian Learning in the Relevance Feedback of Image Retrieval, Image and Vision Computing, Elsevier Science, Vol. 24, Issue 3, pp. 211 223, March, 2006.
     

  3. R. Zhang, Z. Zhang, M. Li, W. Ma, and H. Zhang, A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieval, ACM Multimedia Systems Journal, Vol. 12, No. 1, pp. 27-33, August, 2006.

  4. R. Zhang and Z. Zhang, FAST: Toward More Effective and Efficient Image Retrieval, ACM Multimedia Systems Journal, Special Issue on Systems and Architectures of Multimedia Information Retrieval, Vol. 10, No. 6, pp. 529-543, October 2005. [link]
     

  5. Z. Zhang, R. Zhang, J. Yao, G. Pu, P. E. Knudson, R. S. Weinstock, and A. Krol, Medical Data on Demand with WebMIA, IEEE Engineering in Medicine and Biology Magazine, Vol. 24, No. 3, pp. 117-122, 2005.
     

  6. R. Zhang and Z. Zhang, A Robust Color Object Analysis Approach to Efficient Image Retrieval, EURASIP Journal on Applied Signal Processing, Vol. 2004, No. 6, pp. 871-885, 2004.[pdf]


BOOK CHAPTERS

  1. R. Zhang and Z. Zhang, FAST: Fast and Semantics-Tailored Image Retrieval, in Multimedia Data Mining and Knowledge Discovery, book edited by Latifur Khan and Valery A. Petrushin, Springer-Verlag, 2006. (Link on Amazon.com)


Invited Papers

  1. Z. Zhang, R. Zhang, and J. Ohya, Exploiting the Cognitive Synergy between Different Media Modalities in Multimodal Information Retrieval, proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, July, 2004. [pdf]


Peer Refereed Conference PAPERS <Papers with red asterisk (*) were accepted for oral presenation>

  1. R. Zhang, R. Sarukkai, J. Chow, W. Dai , and Z. Zhang, Joint Categorization of Queries and Clips for Web-based Video Search, proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'06), in conjunction with the 2006 ACM Multimedia (ACM MM'06), Santa Barbara, CA, Oct. 2006.
     

  2. D. Ren and R. Zhang, A Probabilistic Model with Multi-modal Reinforcement for Outlier Detection in Image Database*, proceedings of the 7th International Workshop on Multimedia Data Mining, in conjunction with ACM KDD 2006, Philadelphia, PA, Aug., 2006.
     

  3. R. Zhang, Z. Zhang, M. Li, W. Ma, and H. Zhang, A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieval, proceedings of the 2005 IEEE International Conference on Computer Vision (ICCV'05), Beijing, China, Oct., 2005. [Acceptance rate: 15.5%]. [pdf]
     

  4. R. Zhang and Z. Zhang, Image Database Classification based on Concept Vector Model proceedings of the 2005 IEEE International Conference on Multimedia and Expo (ICME'05), Amsterdam, The Netherlands, Jul., 2005. [Acceptance rate: 22%]. [pdf]
     

  5. R. Zhang and Z. Zhang, Hidden Semantic Concept Discovery in Region Based Image Retrieval* proceedings of the 2004 IEEE International Conference on Computer Vision and Pattern Recognition (CVPR'04), pp. 996-1001, Washington, DC, Jun., 2004. [Acceptance rate: 6.4%]. [pdf]
     

  6. R. Zhang,  Z. Zhang, and S. Khanzode, A Data Mining Approach to Modeling Relationships among Categories in Image Collection, proceedings of the 10th ACM International Conference on Knowledge Discovery and Data Mining (ACM KDD'04), pp. 749-754, Seattle, WA, Aug., 2004. [Acceptance rate: 25.2%]. [pdf]
     

  7. R. Zhang and Z. Zhang, Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval proceedings of the 8th European Conference on Computer Vision (ECCV'04), pp. 359-367, Prague, Czech Republic, May, 2004.[Acceptance rate: 26.8%]. [pdf]
     

  8. R. Zhang, S. Khanzode, and Z. Zhang, Classification Based Alpha-Semantics Graph Driven Image Retrieval* proceedings of the 17th International Conference on Pattern Recognition (ICPR'04), Vol. 4, pp. 909-912, Cambridge, UK, Aug., 2004.[Acceptance rate: 18.1%]. [ps]
     

  9. R. Zhang, and Z. Zhang, A Bayesian Framework for Automatic Concept Discovery in Image Collections proceedings of the 17th International Conference on Pattern Recognition (ICPR'04), Vol. 2, pp. 973-976, Cambridge, UK, Aug., 2004.[Acceptance rate: 35.3%]. [ps]
     

  10. R. Zhang, Z. Zhang, and Z. Qin, Semantic Repository Modeling in Image Database*proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, July, 2004. [Acceptance rate: 24.8%]. [pdf]
     

  11. R. Zhang and Z. Zhang, Addressing CBIR Efficiency, Effectiveness, and Retrieval Subjectivity Simultaneously*proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR'03), in conjunction with the 2003 ACM Multimedia (ACM MM'03), pp. 71-78,  Berkeley, CA, Nov. 2003. [Acceptance rate: 16.3%]. [pdf]
     

  12. Z. Zhang, J. Salerno, P. Yu, J. Hua, R. Zhang, M. Regan, and D. Cutler, Applying Data Mining in Investigating Money Laundering Crimesproceedings of the 9th ACM International Conference on Knowledge Discovery and Data Mining (ACM KDD'03), pp. 747-752, Washington, DC, Aug. 2003. [Acceptance rate: 31.2%]. [pdf]
     

  13. R. Zhang, Z. Zhang, and J. Yao, A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Queryingproceedings of the 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), pp. 421-424, Halifax, Canada, Oct. 2003. [Acceptance rate: 37.0%]. [pdf]
     

  14. R. Zhang and Z. Zhang, A Clustering Based Approach to Efficient Image Retrieval*proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ITCAI'02), pp. 339-346, Washington, DC, Nov. 2002. [Acceptance rate: 32.1%]. [pdf]
     

  15. R. Zhang and Z. Zhang, Using Region Analysis Technique to Efficiently Retrieve Online Image Databases*, proceedings of the SPIE's International Conference on Electronic Imaging 2003 (SPIE'03), SPIE Vol. 5018, pp. 198-207, Santa Clara, CA, Jan. 2003. [ps]
     

  16. Z. Qin, X. Mou, and R. Zhang, 3-D Symbolic Description of Cerebral Vasculature Using General Tree from MRA Datasets, proceedings of the 16th IEEE International Symposium on Computer-Based Medical Systems (CBMS'03), pp. 346-351, New York City, NY, Jun. 2003. [pdf]


Other Publications

  1. R. Zhang, Z. Zhang, and G. Pu, Web-based Medical Archive System, poster at the 9th SUNY Annual Clinical Research Conference, Binghamton, NY, Oct. 2001. [pdf]
     

  2. J. Parikh, R. Zhang, and Z. Zhang, An Internet-based Multimedia Diabetes Education System, poster at the 9th SUNY Annual Clinical Research Conference, Binghamton, NY, Oct. 2001. [ps.gz]


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