Semantic kernel learning for interactive image retrieval

Proceedings - International Conference on Image Processing, ICIP

Volumn 1, Issue , 2005, Pages 1177-1180

  Gosselin, Philippe H ^a   Cord, Matthieu ^a  

^a Centre national de la recherche scientifique   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE RETRIEVAL SYSTEMS; KERNEL MATRIX; SEMANTIC GAPS; SEMANTIC LEARNING;

DATABASE SYSTEMS; FEEDBACK CONTROL; IMAGE RETRIEVAL; SEMANTICS; STATISTICAL METHODS;

IMAGING SYSTEMS;

EID: 33749611063     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2005.1529966     Document Type: Conference Paper

References (11)

1. S. Santini, A. Gupta, and R. Jain, "Emergent semantics through interaction in image databases," IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 3, pp. 337-351, 2001.
2. J.P. Eakins, "Towards intelligent image retrieval," Pattern Recognition, vol. 35, pp. 3-14, 2002.
3. N. Vasconcelos and M. Kunt, "Content-based retrieval from image databases: current solutions and future directions," in International Conference in Image Processing (ICIP'01), Thessaloniki, Greece, October 2001, vol. 3, pp. 6-9.
4. S. Tong and E. Chang, "Support vector machine active learning for image retrieval," in ACM Multimedia, 2001.
5. P.H. Gosselin and M. Cord, "RETIN AL: An active learning strategy for image category retrieval," in IEEE International Conference on Image Processing, Singapore, October 2004.
6. D. Cohn, "Active learning with statistical models," Journal of Artificial Intelligence Research, vol. 4, pp. 129-145, 1996.
7. H. Müller, W. Müller, D. McG. Squire, S. Marchand-Maillet, and T. Pun, "Long-term learning from user behavior in content-based image retrieval," Tech. Rep., Computer Vision Group, University of Geneva, Switzerland, 2000.
8. D. R. Heisterkamp, "Building a latent semantic index of an image database from patterns of relevance feedback," in International Conference on Pattern Recognition (ICPR), Quebec City, Canada, 2002.
9. N. Cristianini, J. Show-Taylor, A. Elisseff, and J. Kandola, "On kernel target alignement," in Neural Information Processing Systems, Vancouver, Canada, December 2001.
10. E.P. Xing, A.Y. Ng, M.I. Jordan, and S. Russell, "Distance metric learning, with application to clustering with side-information," Advances in Neural Information Processing Systems (NIPS), 2002.
11. J. Fournier and M. Cord, "Long-term similarity learning in content-based image retrieval," in International Conference in Image Processing (ICIP), Rochester, New-York, USA, September 2002.