Content-based image retrieval: publications

Book Chapter

Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval", New Challenges in Distributed Information Filtering and Retrieval. DART 2011: Revised and Invited Papers: Springer, In Press .
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G. Giacinto, F. Roli , "Instance-Based Relevance Feedback in Image Retrieval using Dissimilarity Spaces ", Case-Based Reasoning for signals and images: Springer, 2007 .
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Journal Article

Roberto Tronci, Luca Piras, Giorgio Giacinto , "Performance Evaluation of Relevance Feedback for Image Retrieval by “Real-World” Multi-Tagged Image Datasets", International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 3, issue 1: IGI Global, pp. 16, 2012 . Abstract
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Giorgio Giacinto: Fabio Roli , "Bayesian Relevance Feedback for Content-Based Image Retrieval", Pattern Recognition, vol. 37, pp. 1499-1508, 2004 .
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Conference Paper

G. Giacinto , "A Nearest-Neighbor Approach to Relevance Feedback in Content Based Image Retrieval", 6th ACM international conference on Image and video retrieval (CIVR'07), Amsterdam, ACM, pp. 456-463, 2007 .
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Giorgio Giacinto, Fabio Roli , "Instance-Based Relevance Feedback for Image Retrieval", Advances in Neural Information Processing Systems (NIPS) 17: MIT Press, pp. 489-496, 2005 .
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G. Giacinto, F. Roli , "Nearest-Prototype Relevance Feedback for Content Based Image Retrieval", Int. Conf. on Pattern Recognition (ICPR 2004), Cambridge (UK), pp. 989-992, 2004 .
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G. Giacinto, F. Roli , "Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval", Machine Learning and Data Mining in Pattern Recognition (MLDM 2003), vol. 2734, Leipzig, Germany, Springer-Verlag, pp. 202-214, 2003 .
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G. Giacinto, F. Roli , "Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval", oint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2002), vol. 2396, pp. 607-616, 2002 .
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Giorgio Giacinto, Fabio Roli, Giorgio Fumera , "Adaptive Query Shifting for Content-Based Image Retrieval", Int. Workshop on Machine Learning and Data Mining in Pattern Recognition (MLDM’01), vol. 2123: Springer, pp. 337-346, 2001 .
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Giorgio Giacinto, Fabio Roli, Giorgio Fumera , "Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval", 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, IEEE Computer Society, pp. 422-427, 2001 .
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Proceedings Article

Luca Piras, Giorgio Giacinto, Roberto Paredes , "Enhancing image retrieval by an Exploration-Exploitation approach", International Conference on Machine Learning and Data Mining MLDM 2012, Berlin, Springer Verlag, 13/07/2012. Abstract
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Roberto Tronci, Luca Piras, Luisa Falqui, Giorgio Giacinto , "A study on the evaluation of relevance feedback in multi-tagged image datasets", 7th IEEE International Workshop on Multimedia Information Processing and Retrieval, California, USA, 05/12/2011. Abstract
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Luca Piras, Giorgio Giacinto , "Dissimilarity representation in multi-feature spaces for image retrieval", 16th Int. Conference on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 14/09/2011. Abstract
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Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a novel tool for Relevance Feedback in Content Based Image Retrieval", 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval (DART 2011), Palermo, Italy, 17/09/2011. Abstract
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Luca Piras, Giorgio Giacinto , "K-Nearest Neighbors Directed Synthetic Images Injection", 11th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2010), Desenzano del Garda, Italy, 12/04/2010. Abstract
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Luca Piras, Giorgio Giacinto , "Unbalanced learning in Content-Based Image Classification and Retrieval", IEEE International Conference on Multimedia & Expo (ICME 2010), Singapore, 19/07/2010. Abstract
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L. Piras, G. Giacinto , "Neighborhood-Based Feature Weighting for Relevance Feedback in Content-Based Retrieval", 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2009), London, United Kingdom, pp. 238-241, 06/05/2009. Abstract
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