19.4.3.1.1 User Feedback, Learning in the Query, Relevance Feedback

Chapter Contents (Back)
Image Database. Query Methods. This should concentrate more on the learning aspects of the feedback system.

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Laaksonen, J.T.[Jorma T.], Koskela, J.M.[J. Markus], Laakso, S.[Sami], Oja, E.[Erkki],
Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval,
PAA(4), No. 2/3 2001, pp. 140-152.
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Viitaniemi, V.[Ville], Laaksonen, J.T.[Jorma T.],
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Learning a semantic space from user's relevance feedback for image retrieval,
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Jing, F.[Feng], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang], Zhang, B.[Bo],
Relevance feedback in region-based image retrieval,
CirSysVideo(14), No. 5, May 2004, pp. 672-681.
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And:
Relevance Feedback for Keyword and Visual Feature-Based Image Retrieval,
CIVR04(438-447).
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Jing, F., Li, M., Zhang, H.J., Zhang, B.,
A Unified Framework for Image Retrieval Using Keyword and Visual Features,
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Jing, F.[Feng], Zhang, B.[Bo], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang], Zhang, J.W.[Jian-Wei],
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Liu, W.Y.[Wen-Yin], Zhang, H.J.[Hong-Jiang], Lu, Y.[Ye],
Image retrieval systems and methods with semantic and feature based relevance feedback,
US_Patent7,099,860, August 29, 2006.
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Guo, G.D., Jain, A.K., Ma, W.Y., Zhang, H.J.,
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King, I.[Irwin], Jin, Z.[Zhong],
Integrated probability function and its application to content-based image retrieval by relevance feedback,
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Zhou, X.D.[Xiang-Dong], Zhang, Q.[Qi], Liu, L.[Li], Zhang, L.[Liang], Shi, B.[Baile],
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Su, Z.[Zhong], Zhang, H.J.[Hong-Jiang], Li, S., Ma, S.[Shaoping],
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He, J.[Jingrui], Li, M.J.[Ming-Jing], Zhang, H.J.[Hong-Jiang], Zhang, C.S.[Chang-Shui],
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Kwak, J.W.[Jung Won], Cho, N.I.[Nam Ik],
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Kherfi, M.L., Ziou, D., Bernardi, A.,
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JVCIR(14), No. 4, December 2003, pp. 428-457.
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Earlier:
Learning from negative example in relevance feedback for content-based image retrieval,
ICPR02(II: 933-936).
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Kherfi, M.L., Brahmi, D., Ziou, D.,
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ICPR04(II: 961-964).
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Brahmi, D., Ziou, D.,
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CRV04(233-240).
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Kherfi, M.L., Ziou, D., Bernardi, A.,
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Kherfi, M.L., Ziou, D.,
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Earlier:
Image retrieval based on feature weighting and relevance feedback,
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Müller, H.[Henning], Pun, T.[Thierry], Squire, D.M.[David M.],
Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis,
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Giacinto, G.[Giorgio], Roli, F.[Fabio],
Bayesian relevance feedback for content-based image retrieval,
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And:
Nearest-prototype relevance feedback for content based image retrieval,
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Giacinto, G., Roli, F., Fumera, G.,
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Ghebreab, S., Jaffe, C.C., Smeulders, A.W.M.,
Population-Based Incremental Interactive Concept Learning for Image Retrieval by Stochastic String Segmentations,
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Dong, A.[Anlei], Bhanu, B.,
Active Concept Learning in Image Databases,
SMC-B(35), No. 3, June 2005, pp. 450-466.
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Earlier:
On Labeling Noise and Outliers for Robust Concept Learning for Image Databases,
LCV04(94).
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Earlier:
Active concept learning for image retrieval in dynamic databases,
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Dong, A.[Anlei], Bhanu, B.,
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ICPR04(II: 997-1000).
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A new semi-supervised EM algorithm for image retrieval,
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Bhanu, B.[Bir], Dong, A.[Anlei],
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Yin, P.Y.[Peng-Yeng], Bhanu, B., Chang, K.C.[Kuang-Cheng], Dong, A.[Anlei],
Integrating Relevance Feedback Techniques for Image Retrieval Using Reinforcement Learning,
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WWW Version. 0509 BibRef
Earlier:
Reinforcement learning for combining relevance feedback techniques,
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Earlier:
Improving retrieval performance by long-term relevance information,
ICPR02(III: 533-536).
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Yin, P.Y.[Peng-Yeng], Li, S.H.[Shin-Huei],
Content-based image retrieval using association rule mining with soft relevance feedback,
JVCIR(17), No. 5, October 2006, pp. 1108-1125.
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Chen, Y.X.[Yi-Xin], Wang, J.Z., Krovetz, R.,
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Munesawang, P., Guan, L.,
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Jiang, W.[Wei], Er, G.H.[Gui-Hua], Dai, Q.H.[Qiong-Hai], Gu, J.[Jinwei],
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Lu, K.[Ke], He, X.F.[Xiao-Fei],
Image retrieval based on incremental subspace learning,
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Souvannavong, F., Merialdo, B., Huet, B.,
Partition Sampling: An Active Learning Selection Strategy for Large Database Annotation,
VISP(152), No. 3, June 2005, pp. 347-355.
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Hsu, C.T.[Chiou-Ting], Li, C.Y.[Chuech-Yu],
Relevance feedback using generalized Bayesian framework with region-based optimization learning,
IP(14), No. 10, October 2005, pp. 1617-1631.
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Region correspondence for image retrieval using graph-theoretic approach and maximum likelihood estimation,
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Li, C.Y.[Chuech-Yu], Shih, M.C.[Ming-Chou], Hsu, C.T.[Chiou-Ting],
Image retrieval with relevance feedback based on graph-theoretic region correspondence estimation,
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Zhou, Q.[Qiang], Ma, L.M.[Li-Min], Chelberg, D.[David],
Adaptive object detection and recognition based on a feedback strategy,
IVC(24), No. 1, 1 January 2006, pp. 80-93.
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Zhang, R.F.[Ruo-Fei], Zhang, Z.F.M.[Zhong-Fei Mark],
BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval,
IVC(24), No. 3, 1 March 2006, pp. 211-223.
WWW Version. 0604 BibRef
Earlier:
Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval,
ECCV04(Vol III: 355-367).
WWW Version. 0405 BibRef
And:
A bayesian framework for automatic concept discovery in image collections,
ICPR04(II: 973-976).
WWW Version. 0409CBIR; Relevance feedback; Bayesian learning; Relevancy confidence; Session semantic distance BibRef

Lu, K.[Ke], Zhao, J.[Jidong], Cai, D.[Deng],
An algorithm for semi-supervised learning in image retrieval,
PR(39), No. 4, April 2006, pp. 717-720.
WWW Version. Semi-supervised learning; Locality preserving projections; Support vector machine; Image retrieval 0604 BibRef

Tao, D.C.[Da-Cheng], Tang, X.[Xiaoou], Li, X.L.[Xue-Long], Wu, X.D.[Xin-Dong],
Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval,
PAMI(28), No. 7, July 2006, pp. 1088-1099.
WWW Version. 0606 BibRef

Tao, D.C.[Da-Cheng], Tang, X.[Xiaoou], Li, X.L.[Xue-Long],
Which Components are Important for Interactive Image Searching?,
CirSysVideo(18), No. 1, January 2008, pp. 3-11.
WWW Version. 0802 BibRef

Li, J., Allinson, N., Tao, D., Li, X.L.[Xue-Long],
Multitraining Support Vector Machine for Image Retrieval,
IP(15), No. 11, November 2006, pp. 3597-3601.
WWW Version. 0610 BibRef

Tao, D.C.[Da-Cheng], Tang, X.[Xiaoou],
Orthogonal complement component analysis for positive samples in SVM based relevance feedback image retrieval,
CVPR04(II: 586-591).
IEEE Abstract. IEEE Top Reference. 0408 BibRef
Earlier:
Nonparametric discriminant analysis in relevance feedback for content-based image retrieval,
ICPR04(II: 1013-1016).
WWW Version. 0409 BibRef
And:
Random sampling based SVM for relevance feedback image retrieval,
CVPR04(II: 647-652).
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de Ves, E., Domingo, J., Ayala, G., Zuccarello, P.,
A novel Bayesian framework for relevance feedback in image content-based retrieval systems,
PR(39), No. 9, September 2006, pp. 1622-1632.
WWW Version. 0606Low level image descriptors; User preferences modeling BibRef

Leon, T., Zuccarello, P., Ayala, G., de Ves, E., Domingo, J.,
Applying logistic regression to relevance feedback in image retrieval systems,
PR(40), No. 10, October 2007, pp. 2621-2632.
WWW Version. 0707Visual information retrieval; Low-level image descriptors; Content-based image retrieval systems; Logistic regression BibRef

Dorado, A., Djordjevic, D., Pedrycz, W., Izquierdo, E.[Ebroul],
Efficient image selection for concept learning,
VISP(153), No. 3, June 2006, pp. 263-273.
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Djordjevic, D., Izquierdo, E.,
An Object- and User-Driven System for Semantic-Based Image Annotation and Retrieval,
CirSysVideo(17), No. 3, March 2007, pp. 313-323.
WWW Version. 0703 BibRef

Grira, N., Crucianu, M., Boujemaa, N.,
Fuzzy clustering with pairwise constraints for knowledge-driven image categorisation,
VISP(153), No. 3, June 2006, pp. 299-304.
WWW Version. 0608 BibRef
Earlier:
Semi-Supervised Image Database Categorization Using Pairwise Constraints,
ICIP05(III: 1228-1231).
WWW Version. 0512 BibRef

Liang, D., Yang, J., Chang, Y.,
Relevance feedback based on non-negative matrix factorisation for image retrieval,
VISP(153), No. 4, August 2006, pp. 436-444.
WWW Version. 0705 BibRef

Ferecatu, M.[Marin], Boujemaa, N.[Nozha],
Interactive Remote-Sensing Image Retrieval Using Active Relevance Feedback,
GeoRS(45), No. 4, April 2007, pp. 818-826.
WWW Version. 0704 BibRef

Ferecatu, M., Crucianu, M., Boujemaa, N.,
Improving Performance of Interactive Categorization of Images Using Relevance Feedback,
ICIP05(I: 1197-1200).
WWW Version. 0512 BibRef

Ferecatu, M.[Marin], Geman, D.[Donald],
Interactive Search for Image Categories by Mental Matching,
ICCV07(1-8).
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Houissa, H.[Hichem], Boujemaa, N.[Nozha],
A New Angle-Based Spatial Modeling for Query by Visual Thesaurus Composition,
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Houissa, H., Boujemaa, N.[Nozha],
On the Use of Metrics for Multi-Dimensional Descriptors Clustering,
ICIP06(153-156). 0610
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Cheng, J.[Jian], Wang, K.Q.[Kong-Qiao],
Active learning for image retrieval with Co-SVM,
PR(40), No. 1, January 2007, pp. 330-334.
WWW Version. 0611 BibRef
Earlier:
Multi-View Sampling for Relevance Feedback in Image Retrieval,
ICPR06(II: 881-884).
WWW Version. 0609Active learning; Image retrieval; Relevance feedback; Support vector machines; Selective sampling BibRef

Saha, S.K.[Sanjoy K.], Das, A.K.[Amit K.], Chanda, B.[Bhabatosh],
Image retrieval based on indexing and relevance feedback,
PRL(28), No. 3, 1 February 2007, pp. 357-366.
WWW Version. 0701CBIR; Similarity measure; Human perception based similarity measure; Multidimensional indexing; Relevance feedback; Mann-Whitney test BibRef

Saadatmand-Tarzjan, M., Moghaddam, H.A.[H. Abrishami],
A Novel Evolutionary Approach for Optimizing Content-Based Image Indexing Algorithms,
SMC-B(37), No. 1, February 2007, pp. 139-153.
WWW Version. 0703 BibRef

Ghassabeh, Y.A.[Youness Aliyari], Moghaddam, H.A.[Hamid Abrishami],
A New Incremental Optimal Feature Extraction Method for On-Line Applications,
ICIAR07(399-410).
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Shen, X.J.[Xiang-Jun], Ju, S.G.[Shi-Guang], Cho, S.Y.[Siu-Yeung], Li, F.[Feng],
Mining user hidden semantics from image content for image retrieval,
JVCIR(19), No. 3, April 2008, pp. 145-164.
WWW Version. 0803Content-based image retrieval; Dynamical feature selection; Dynamical weight adjusting; Similar region pair matching; Object semantics; Object-relation semantics BibRef

Kennedy, L., Chang, S.F., Natsev, A.P.,
Query-Adaptive Fusion for Multimodal Search,
PIEEE(96), No. 4, April 2008, pp. 567-588.
WWW Version. 0804 See also Discovering meaningful multimedia patterns with audio-visual concepts and associated text. See also Multimodal Search for Effective Video Retrieval. BibRef

He, X.F.[Xiao-Fei], Jhala, P.[Pradhuman],
Regularized query classification using search click information,
PR(41), No. 7, July 2008, pp. 2283-2288.
WWW Version. 0804Query classification; Query representation; Web search; Regression; Regularization; User logs BibRef

Liu, R.J.[Ru-Jie], Wang, Y.[Yuehong], Baba, T.[Takayuki], Masumoto, D.[Daiki], Nagata, S.[Shigemi],
SVM-Based Active Feedback in Image Retrieval Using Clustering and Unlabeled Data,
PR(41), No. 8, August 2008, pp. 2645-2655.
WWW Version. 0805 BibRef
Earlier: Add fourth: Uehara, Y.[Yusuke], CAIP07(954-961).
WWW Version. 0708Image retrieval; Relevance feedback; Clustering; SVM; Unlabeled data BibRef


Sendhilkumar, S., Geetha, T.V.,
User's Search Behavior Graph for Aiding Personalized Web Search,
PReMI07(357-364).
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Mahalakshmi, G.S., Sendhilkumar, S., Karthik, P.,
Automatic Reference Tracking with On-Demand Relevance Filtering Based on User's Interest,
PReMI07(349-356).
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Rui, Y.[Yong], Qi, G.J.[Guo-Jun],
Learning Concepts by Modeling Relationships,
MCAM07(5-13).
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Li, W.[Wei], Sun, M.S.[Mao-Song],
Semi-supervised Learning for Image Annotation Based on Conditional Random Fields,
CIVR06(463-472).
WWW Version. 0607 BibRef

Doloc-Mihu, A.[Anca], Raghavan, V.V.[Vijay V.],
Using Score Distribution Models to Select the Kernel Type for a Web-Based Adaptive Image Retrieval System (AIRS),
CIVR06(443-452).
WWW Version. 0607 BibRef

Rao, Y.[Yong], Mundur, P.[Padma], Yesha, Y.[Yelena],
Fuzzy SVM Ensembles for Relevance Feedback in Image Retrieval,
CIVR06(350-359).
WWW Version. 0607 BibRef

Bruno, E.[Eric], Moenne-Loccoz, N.[Nicolas], Marchand-Maillet, S.[Stéphane],
Asymmetric Learning and Dissimilarity Spaces for Content-Based Retrieval,
CIVR06(330-339).
WWW Version. 0607 BibRef

Das, G.[Gita], Ray, S.[Sid],
Effect of Finite Sample Size in Content-Based Image Retrieval,
AVSBS06(96-96).
WWW Version. 0611 BibRef

Das, G.[Gita], Ray, S.[Sid], Wilson, C.[Campbell],
Feature Re-weighting in Content-Based Image Retrieval,
CIVR06(193-200).
WWW Version. 0607 BibRef

Shan, Y.[Ying], Han, F.[Feng], Sawhney, H.S.[Harpreet S.], Kumar, R.[Rakesh],
Learning Exemplar-Based Categorization for the Detection of Multi-View Multi-Pose Objects,
CVPR06(II: 1431-1438).
WWW Version. 0606 BibRef

Hoi, S.C.H.[Steven C. H.], Liu, W.[Wei], Lyu, M.R.[Michael R.], Ma, W.Y.[Wei-Ying],
Learning Distance Metrics with Contextual Constraints for Image Retrieval,
CVPR06(II: 2072-2078).
WWW Version. 0606 BibRef

Hoi, S.C.H.[Steven C. H.], Lyu, M.R.[Michael R.],
A Semi-Supervised Active Learning Framework for Image Retrieval,
CVPR05(II: 302-309).
WWW Version. 0507 BibRef

Kharbouche, S.[Saïd], Vannorenberghe, P.[Patrick], Lecomte, C.[Christèle], Miché, P.[Pierre],
An Automatic Relevance Feedback in Image Retrieval Using Belief Functions,
ISVC05(704-709).
WWW Version. 0512 BibRef

Su, W.T.[Wan-Ting], Chu, W.S.[Wen-Sheng], Lien, J.J.J.[Jenn-Jier James],
Heuristic Pre-clustering Relevance Feedback in Region-Based Image Retrieval,
ACCV06(II:294-304).
WWW Version. 0601 BibRef

Gondra, I.[Iker], Heisterkamp, D.R.[Douglas R.],
Learning in Region-Based Image Retrieval with Generalized Support Vector Machines,
MMDE04(149).
WWW Version. 0406 BibRef

Peng, J.[Jing], Heisterkamp, D.R.,
Kernel indextng for relevance feedback image retrieval,
ICIP03(I: 733-736).
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ICCV05(II: 1355-1362).
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Nowozin, S.[Sebastian], Bakir, G.[Gokhan], Tsuda, K.[Koji],
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Nowozin, S.[Sebastian], Tsuda, K.[Koji], Uno, T.[Takeaki], Kudo, T.[Taku], Bakir, G.H.[Gokhan H.],
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Stejic, Z.[Zoran], Takama, Y.[Yasufumi], Hirota, K.[Kaoru],
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CIVR04(51-59).
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Yan, R.[Rong], Hauptmann, A.G.[Alexander G.],
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval,
CIVR06(113-122).
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Yan, R.[Rong], Hauptmann, A.G., Jin, R.[Rong],
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Makihara, Y., Shirai, Y., Shimada, N.,
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Franco, A., Lumini, A., Maio, D.,
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ICPR04(IV: 905-908).
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Chang, E.V., Li, B.T.[Bei-Tao], Wu, G.[Gang], Goh, K.[Kingshy],
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ICIP03(III: 609-612).
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El Naqa, I., Yang, Y.Y.[Yong-Yi], Galatsanos, N.P., Wernick, M.N.,
Relevance feedback based on incremental learning for mammogram retrieval,
ICIP03(I: 729-732).
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Ye, H.[Hangjun], Xu, G.Y.[Guang-You],
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ICIP03(I: 717-720).
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Koo, H.I.[Hyung Il], Cho, N.I.[Nam Ik],
A relevance feedback algorithm based on the clustering and parzen window,
ICIP03(II: 551-554).
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Hertz, T., Bar-Hillel, A., Weinshall, D.,
Learning distance functions for image retrieval,
CVPR04(II: 570-577).
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Hertz, T., Shental, N., Bar-Hillel, A., Weinshall, D.,
Enhancing Image and Video Retrieval: Learning via Equivalence Constraints,
CVPR03(II: 668-674).
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Najjar, M.[Micheline], Ambroise, C.[Christophe], Cocquerez, J.P.[Jean Pierre],
Feature selection for semi supervised learning applied to image retrieval,
ICIP03(II: 559-562).
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Image Retrieval Using Mixture Models and EM Algorithm,
SCIA03(1114-1121).
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Chiu, C.Y.[Chih-Yi], Lin, H.C.[Hsin-Chih], Yang, S.N.[Shi-Nine],
Learning user preference in a personalized CBIR system,
ICPR02(II: 532-535).
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Wu, Y.M.[Yi-Min], Zhang, A.D.[Ai-Dong],
A feature re-weighting approach for relevance feedback in image retrieval,
ICIP02(II: 581-584).
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Bang, H.Y.[Hoon Yul], Chen, T.H.[Tsu-Han],
Feature space warping: an approach to relevance feedback,
ICIP02(I: 968-971).
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Carkacioglu, A., Vural, F.Y.,
Learning similarity space,
ICIP02(I: 405-408).
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Jones, B.C., Wilkes, D.M.,
A New Analysis Framework for Relevance Feedback-Driven Similarity Measure Refinement in Content-Based Image Retrieval,
CVPR01(I:920-925).
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Yoon, J., Jayant, N.,
Relevance Feedback for Semantics Based Image Retrieval,
ICIP01(I: 42-45).
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Peng, J.,
A Multi-class Relevance Feedback Approach to Image Retrieval,
ICIP01(I: 46-49).
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Zhang, L., Lin, F., Zhang, B.,
Support Vector Machine Learning for Image Retrieval,
ICIP01(II: 721-724).
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Duygulu, P.[Pinar], Bastan, M.[Muhammet], Forsyth, D.A.[David A.],
Translating Images to Words for Recognizing Objects in Large Image and Video Collections,
CLOR06(258-276).
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Duygulu, P., Barnard, K., de Freitas, J.F.G., Forsyth, D.A.,
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary,
ECCV02(IV: 97 ff.). Award, ECCV, Cognitive Vision.
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Barnard, K.[Kobus], Forsyth, D.A.[David A.],
Learning the Semantics of Words and Pictures,
ICCV01(II: 408-415).
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Barnard, K.[Kobus], Duygulu, P.[Pinar], and Forsyth, D.A.[David A.],
Clustering Art,
CVPR01(II:434-441).
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ICPR00(Vol I: 1043-1046).
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Choi, Y.S.[Young-Sik], Kim, D.W.[Dae-Won], Krishnapuram, R.[Raghu],
Relevance Feedback for Content-Based Retrieval Based on Choquet Integral,
ICME00(TP11). 0007 BibRef

Oh, S.W.[Sang-Wook], Chung, M.G.[Min Gyo], Sull, S.H.[Sang-Hoon],
Relevance Feedback Reinforced with Semantics Accumulation,
CIVR04(448-454).
WWW Version. 0505 BibRef

Sull, S.H.[Sang-Hoon], Oh, J.[Jeongtaek], Oh, S.W.[Sang-Wook], Song, S.M.H.[Samuel Moon-Ho], Lee, S.U.[Sang Uk],
Relevance Graph-Based Image Retrieval,
ICME00(TA4). 0007 BibRef

Aksoy, S., Haralick, R.M., Cheikh, F.A., Gabbouj, M.,
A Weighted Distance Approach to Relevance Feedback,
ICPR00(Vol IV: 812-815).
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Otsuka, K., Horikoshi, T., Suzuki, S., Kojima, H.,
Memory-based forecasting of complex natural patterns by retrieving similar image sequences,
CIAP99(874-879).
WWW Version. 9909 BibRef

Hsieh, J.W.[Jun-Wei], Chiang, C.C.[Cheng-Chin], Huang, Y.S.[Yea-Shuan],
Using relevance feedback to learn visual concepts from image instances,
CIAP99(692-697).
WWW Version. 9909 BibRef

Chapter on Implementations and Applications, Databases, QBIC, Video Analysis, Hardware and Software, Inspection continues in
Image Database Indexing Techniques .


Last update:Jun 25, 2008 at 13:37:57