A Novel Bag Generator for Image Database Retrieval with Multi-Instance Learning Techniques

Proceedings of the International Conference on Tools with Artificial Intelligence

Volumn , Issue , 2003, Pages 565-569

  Zhou, Zhi Hua ^a   Zhang, Min Ling ^a   Chen, Ke Jia ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; IMAGE SEGMENTATION; SELF ORGANIZING MAPS; SEMANTICS; VECTORS;

IMAGE BAG GENERATORS; IMAGE DATABASES; MULTI-INSTANCE LEARNING;

CONTENT BASED RETRIEVAL;

EID: 0345529091     PISSN: 10636730     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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2. Y. Jiang, K.-J. Chen, and Z.-H. Zhou, "SOM-based image segmentation," in Lecture Notes in Artificial Intelligence 2639, G. Wang, Q. Liu, Y. Yao, and A. Skowron, Eds. Berlin: Springer, pp.640-643, 2003.
3. T. Kohonen, Self-Organizing Maps, 2nd edition, Berlin: Springer, 1997.
4. O. Maron and T. Lozano-Pérez, "A framework for multiple-instance learning," in Advances in Neural Information Processing Systems 10, M.I. Jordan, M.J. Kearns, and S.A. Solla, Eds. Cambridge, MA: MIT Press, pp.570-576, 1998.
5. O. Maron and A.L. Ratan, "Multiple-instance learning for natural scene classification," in Proceedings of the 15th International Conference on Machine Learning, Madison, WI, pp.341-349, 1998.
6. C. Yang and T. Lozano-Pérez, "Image database retrieval with multiple-instance learning techniques," in Proceedings of the 16th International Conference on Data Engineering, San Diego, CA, pp.233-243, 2000.