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An Approach to Improving SVM-Based CBIR with Relevance Feedback",
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        AUTHOR = "Zhou, X.D. and Wang, M. and Zhang, Q. and Zhang, J.Q. and Shi, B.",
        TITLE = "Automatic image annotation by an iterative approach: incorporating
keyword correlations and region matching",
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@inproceedings{bb214367,
        AUTHOR = "Zhou, X.D. and Chen, L. and Ye, J.Y. and Zhang, Q. and Shi, B.",
        TITLE = "Automatic Image Semantic Annotation Based on Image-Keyword Document
Model",
        BOOKTITLE = CIVR05,
        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209440"}

@article{bb214368,
        AUTHOR = "Kwak, J.W. and Cho, N.I.",
        TITLE = "Relevance feedback in content-based image retrieval system by selective
region growing in the feature space",
        JOURNAL = SP:IC,
        VOLUME = "18",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "October",
        PAGES = "787-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209441"}

@article{bb214369,
        AUTHOR = "Kherfi, M.L. and Ziou, D. and Bernardi, A.",
        TITLE = "Combining positive and negative examples in relevance feedback for
content-based image retrieval",
        JOURNAL = JVCIR,
        VOLUME = "14",
        YEAR = "2003",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "428-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209442"}

@inproceedings{bb214370,
        AUTHOR = "Kherfi, M.L. and Ziou, D. and Bernardi, A.",
        TITLE = "Learning from negative example in relevance feedback for content-based
image retrieval",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 933-936",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209443"}

@inproceedings{bb214371,
        AUTHOR = "Kherfi, M.L. and Brahmi, D. and Ziou, D.",
        TITLE = "Combining visual features with semantics for a more effective image
retrieval",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 961-964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209444"}

@inproceedings{bb214372,
        AUTHOR = "Brahmi, D. and Ziou, D.",
        TITLE = "Improving CBIR systems by integrating semantic features",
        BOOKTITLE = CRV04,
        YEAR = "2004",
        PAGES = "233-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209445"}

@article{bb214373,
        AUTHOR = "Kherfi, M.L. and Ziou, D. and Bernardi, A.",
        TITLE = "Image Retrieval from the World Wide Web: Issues, Techniques, and
Systems",
        JOURNAL = Surveys,
        VOLUME = "36",
        YEAR = "2004",
        NUMBER = "1",
        MONTH = "March",
        PAGES = "35-67",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209446"}

@article{bb214374,
        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Image Collection Organization and Its Application to Indexing,
Browsing, Summarization, and Semantic Retrieval",
        JOURNAL = MultMed,
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        YEAR = "2007",
        NUMBER = "4",
        PAGES = "893-900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209447"}

@article{bb214375,
        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Relevance feedback for CBIR: a new approach based on probabilistic
feature weighting with positive and negative examples",
        JOURNAL = IP,
        VOLUME = "15",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1017-1030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209448"}

@inproceedings{bb214376,
        AUTHOR = "Kherfi, M.L. and Ziou, D.",
        TITLE = "Image retrieval based on feature weighting and relevance feedback",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "I: 689-692",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209449"}

@article{bb214377,
        AUTHOR = "Muller, H. and Pun, T. and Squire, D.M.",
        TITLE = "Learning from User Behavior in Image Retrieval:
Application of Market Basket Analysis",
        JOURNAL = IJCV,
        VOLUME = "56",
        YEAR = "2004",
        NUMBER = "1-2",
        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209450"}

@article{bb214378,
        AUTHOR = "Giacinto, G. and Roli, F.",
        TITLE = "Bayesian relevance feedback for content-based image retrieval",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209451"}

@inproceedings{bb214379,
        AUTHOR = "Giacinto, G. and Roli, F.",
        TITLE = "Nearest-prototype relevance feedback for content based image retrieval",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 989-992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209452"}

@inproceedings{bb214380,
        AUTHOR = "Giacinto, G.",
        TITLE = "A nearest-neighbor approach to relevance feedback in content based
image retrieval",
        BOOKTITLE = CIVR07,
        YEAR = "2007",
        PAGES = "456-463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209453"}

@inproceedings{bb214381,
        AUTHOR = "Giacinto, G. and Roli, F. and Fumera, G.",
        TITLE = "Comparison and combination of adaptive query shifting and feature
relevance learning for content-based image retrieval",
        BOOKTITLE = CIAP01,
        YEAR = "2001",
        PAGES = "422-427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209454"}

@article{bb214382,
        AUTHOR = "Ghebreab, S. and Jaffe, C.C. and Smeulders, A.W.M.",
        TITLE = "Population-Based Incremental Interactive Concept Learning for Image
Retrieval by Stochastic String Segmentations",
        JOURNAL = MedImg,
        VOLUME = "23",
        YEAR = "2004",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "676-689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209455"}

@article{bb214383,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "Active Concept Learning in Image Databases",
        JOURNAL = SMC-B,
        VOLUME = "35",
        YEAR = "2005",
        NUMBER = "3",
        MONTH = "June",
        PAGES = "450-466",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209456"}

@inproceedings{bb214384,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "On Labeling Noise and Outliers for Robust Concept Learning for Image
Databases",
        BOOKTITLE = LCV04,
        YEAR = "2004",
        PAGES = "94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209457"}

@inproceedings{bb214385,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "Active concept learning for image retrieval in dynamic databases",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
        PAGES = "90-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209458"}

@inproceedings{bb214386,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "Discriminant features for model-based image databases",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "II: 997-1000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209459"}

@inproceedings{bb214387,
        AUTHOR = "Dong, A. and Bhanu, B.",
        TITLE = "A new semi-supervised EM algorithm for image retrieval",
        BOOKTITLE = CVPR03,
        YEAR = "2003",
        PAGES = "II: 662-667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209460"}

@inproceedings{bb214388,
        AUTHOR = "Bhanu, B. and Dong, A.",
        TITLE = "Exploitation of Meta Knowledge for Learning Visual Concepts",
        BOOKTITLE = CBAIVL01,
        YEAR = "2001",
        PAGES = "81",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209461"}

@inproceedings{bb214389,
        AUTHOR = "Dong, A. and Bhanu, B. and Lin, Y.Q.",
        TITLE = "Evolutionary Feature Synthesis for Image Databases",
        BOOKTITLE = WACV05,
        YEAR = "2005",
        PAGES = "I: 330-335",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209462"}

@article{bb214390,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
        TITLE = "Integrating Relevance Feedback Techniques for Image Retrieval Using
Reinforcement Learning",
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        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
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@inproceedings{bb214391,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
        TITLE = "Reinforcement learning for combining relevance feedback techniques",
        BOOKTITLE = ICCV03,
        YEAR = "2003",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209464"}

@inproceedings{bb214392,
        AUTHOR = "Yin, P.Y. and Bhanu, B. and Chang, K.C. and Dong, A.",
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        BOOKTITLE = ICPR02,
        YEAR = "2002",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209465"}

@article{bb214393,
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        TITLE = "Content-based image retrieval using association rule mining with soft
relevance feedback",
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        NUMBER = "5",
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@article{bb214395,
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learning",
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209468"}

@inproceedings{bb214396,
        AUTHOR = "Jiang, W. and Er, G.H. and Dai, Q.H.",
        TITLE = "Multi-layer semantic representation learning for image retrieval",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209469"}

@article{bb214397,
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        TITLE = "Image retrieval based on incremental subspace learning",
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        YEAR = "2005",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209470"}

@inproceedings{bb214398,
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@article{bb214399,
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        TITLE = "Partition Sampling:
An Active Learning Selection Strategy for Large Database Annotation",
        JOURNAL = VISP,
        VOLUME = "152",
        YEAR = "2005",
        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803.html#TT209472"}