Histograms analysis for image retrieval, Pattern Recognition, vol.34, issue.8, pp.1625-1637, 2001. ,
DOI : 10.1016/S0031-3203(00)00054-6
Show Me What You Mean! PARISS: A CBIR-Interface That Learns by Example, International Conference on Visual Information Systems, pp.257-258, 2000. ,
DOI : 10.1007/3-540-40053-2_23
Statistical learning for effective visual information retrieval, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429), 2003. ,
DOI : 10.1109/ICIP.2003.1247318
Statistical learning for effective visual information retrieval, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429), 2003. ,
DOI : 10.1109/ICIP.2003.1247318
Svms for histogram based image classification, IEEE Transactions on Neural Networks, vol.9, 1999. ,
Active learning with statistical models, Journal of Artificial Intelligence Research, vol.4, pp.129-145, 1996. ,
Exploration and search-by-similarity in CBIR, 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003. ,
DOI : 10.1109/SIBGRA.2003.1241006
The Bayesian image retrieval system, PicHunter: theory, implementation, and psychophysical experiments, IEEE Transactions on Image Processing, vol.9, issue.1, pp.20-37, 2000. ,
DOI : 10.1109/83.817596
Towards intelligent image retrieval, Pattern Recognition, vol.35, issue.1, pp.3-14, 2002. ,
DOI : 10.1016/S0031-3203(01)00038-3
Long-term similarity learning in content-based image retrieval, Proceedings. International Conference on Image Processing, 2002. ,
DOI : 10.1109/ICIP.2002.1038055
RETIN: A Content-Based Image Indexing and Retrieval System, Pattern Analysis & Applications, vol.4, issue.2-3, pp.153-173, 2001. ,
DOI : 10.1007/PL00014576
A stochastic feedback model for image retrieval, RFIA'2000, pp.173-180, 2000. ,
A comparison of active classification methods for content-based image retrieval, Proceedings of the 1st international workshop on Computer vision meets databases , CVDB '04, pp.51-58, 2004. ,
DOI : 10.1145/1039470.1039483
URL : https://hal.archives-ouvertes.fr/hal-00520318
Discriminative classification vs modeling methods in CBIR, IEEE Advanced Concepts for Intelligent Vision Systems (ACIVS), 2004. ,
URL : https://hal.archives-ouvertes.fr/hal-00520316
The Element of Statistical Learning, 2001. ,
MindReader: Query databases through multiple examples, 24th VLDB Conference, pp.218-227, 1998. ,
Transductive inference for text classification using support vector machines, Proc. 16th International Conference on Machine Learning, pp.200-209, 1999. ,
Heterogenous uncertainty sampling for supervised learning, International Confenrence on Machine Learning, 1994. ,
Capturing image semantics with low-level descriptors, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205), pp.18-21, 2001. ,
DOI : 10.1109/ICIP.2001.958942
Feature selection for semi supervised learning applied to image retrieval, IEEE ICIP, 2003. ,
On-line learning by active sampling using orthogonal decision support vectors, IEEE Neural Networks for Signal Processing, 2000. ,
The enhanced LBG algorithm, Neural Networks, vol.14, issue.9, pp.1219-1237, 2001. ,
DOI : 10.1016/S0893-6080(01)00104-6
Toward optimal active learning through sampling estimation of error reduction, International Confenrence on Machine Learning, 2001. ,
Optimizing learning in image retrieval, Proceedings IEEE Conference on Computer Vision and Pattern Recognition. CVPR 2000 (Cat. No.PR00662), pp.236-243, 2000. ,
DOI : 10.1109/CVPR.2000.855825
A relevance feedback architecture for content-based multimedia information retrieval systems, IEEE Workshop on Content-Based Access of Image and Video Libraries, pp.92-89, 1997. ,
Emergent semantics through interaction in image databases, IEEE Transactions on Knowledge and Data Engineering, vol.13, issue.3, pp.337-351, 2001. ,
DOI : 10.1109/69.929893
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval, International Journal of Computer Vision, vol.56, issue.1/2, pp.7-16, 1999. ,
DOI : 10.1023/B:VISI.0000004829.38247.b0
URL : https://hal.archives-ouvertes.fr/inria-00548553
Learning with kernels, 2002. ,
Active Learning: Theory and Applications, 2001. ,
Support vector machine active learning for image retrieval, Proceedings of the ninth ACM international conference on Multimedia , MULTIMEDIA '01, 2001. ,
DOI : 10.1145/500141.500159
PCA-based representation of color distributions for color-based image retrieval, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205), pp.697-700, 2001. ,
DOI : 10.1109/ICIP.2001.958589
Content-Based Image Retrieval Based on Local Affinely Invariant Regions, Third Int'l Conf. on Visual Information Systems, pp.493-500, 1999. ,
DOI : 10.1007/3-540-48762-X_61
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.31.3277
Statistical Learning Theory, 1998. ,
Bayesian models for visual information retrieval, 2000. ,
Content-based retrieval from image databases: current solutions and future directions, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205), pp.6-9, 2001. ,
DOI : 10.1109/ICIP.2001.958037
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.127.3619
A Survey of Content-Based Image Retrieval Systems, 2002. ,
DOI : 10.1007/978-1-4615-0987-5_5
Image retrieval with svm active learning embedding euclidian search, IEEE International Conference on Image Processing, 2003. ,
DOI : 10.1109/icip.2003.1247064
URL : http://ro.uow.edu.au/cgi/viewcontent.cgi?article=1789&context=eispapers
Combining active learning and semi-supervised learning using gaussian fields and harmonic functions, ICML 2003 workshop on The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining, 2003. ,