Approximation of Linear Discriminant Analysis for Word Dependent Visual Features Selection. - Hervé Glotin; Sabrina Tollari; Pascale Giraudet (ACIVS, 2005)

Filtrage de l'indexation textuelle d'une image au moyen du contenu visuel pour un moteur de recherche d'images sur le web. - Sabrina Tollari (CORIA, 2005)

Enhancement of Textual Images Classification Using Segmented Visual Contents for Image Search Engine. - Sabrina Tollari; Hervé Glotin; Jacques Le Maitre (Multim. Tools Appl., 2005)

LDA Versus MMD Approximation on Mislabeled Images for Dependant Selection of Visual Features and Their Heterogeneity. - Sabrina Tollari; Hervé Glotin (ICASSP (2), 2006)

Shape reasoning on mis-segmented and mis-labeled objects using approximated Fisher criterion. - Hervé Glotin; Sabrina Tollari; Pascale Giraudet (Comput. Graph., 2006)

Sélection adaptative des dimensions de l'indexation visuelle d'images mal annotées en fonction du mot recherché. - Sabrina Tollari; Hervé Glotin (Ingénierie des Systèmes d Inf., 2006)

Web image retrieval on ImagEVAL: evidences on visualness and textualness concept dependency in fusion model. - Sabrina Tollari; Hervé Glotin (CIVR, 2007)

UPMC/LIP6 at ImageCLEF's WikipediaMM: An Image-Annotation Model for an Image Search-Engine. - Ali Fakeri-Tabrizi; Massih-Reza Amini; Sabrina Tollari; Patrick Gallinari (CLEF (Working Notes), 2008)

UPMC/LIP6 at ImageCLEFphoto 2008: on the Exploitation of Visual Concepts (VCDT). - Sabrina Tollari; Marcin Detyniecki; Ali Fakeri-Tabrizi; Massih-Reza Amini; Patrick Gallinari (CLEF (Working Notes), 2008)

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs. - Sabrina Tollari; Marcin Detyniecki; Marin Ferecatu; Hervé Glotin; Philippe Mulhem; Massih-Reza Amini; Ali Fakeri-Tabrizi; Patrick Gallinari; Hichem Sahbi; Zhong-Qiu Zhao (CLEF (Working Notes), 2008)

Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval. - Sabrina Tollari; Marcin Detyniecki; Ali Fakeri-Tabrizi; Christophe Marsala; Massih-Reza Amini; Patrick Gallinari (CLEF, 2008)

A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches. - Sabrina Tollari; Philippe Mulhem; Marin Ferecatu; Hervé Glotin; Marcin Detyniecki; Patrick Gallinari; Hichem Sahbi; Zhong-Qiu Zhao (CLEF, 2008)

Recherche visuo-textuelle d'images sur le Web améliorée par sélection de la dimension. - Sabrina Tollari; Hervé Glotin (CORIA, 2008)

Learning optimal visual features from Web sampling in online image retrieval. - Sabrina Tollari; Hervé Glotin (ICASSP, 2008)

UPMC/LIP6 at ImageCLEFannotation2009: Large Scale Visual Concept Detection and Annotation. - Ali Fakeri-Tabrizi; Sabrina Tollari; Ludovic Denoyer; Patrick Gallinari (CLEF (Working Notes), 2009)

Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM. - Ali Fakeri-Tabrizi; Sabrina Tollari; Nicolas Usunier; Patrick Gallinari (CLEF (2), 2009)

Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness. - Hervé Glotin; Ali Fakeri-Tabrizi; Philippe Mulhem; Marin Ferecatu; Z. Zhao; Sabrina Tollari; Georges Quénot; Hichem Sahbi; Emilie Dumont; Patrick Gallinari (CLEF (Working Notes), 2009)

Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images. - Sabrina Tollari; Marcin Detyniecki; Ali Fakeri-Tabrizi; Christophe Marsala; Massih-Reza Amini; Patrick Gallinari (CORIA, 2009)

Exploiting Visual Concepts to Improve Text-Based Image Retrieval. - Sabrina Tollari; Marcin Detyniecki; Christophe Marsala; Ali Fakeri-Tabrizi; Massih-Reza Amini; Patrick Gallinari (ECIR, 2009)

Goalmouth Detection in Field-Ball Game Video Using Fuzzy Decision Tree. - Jiang Bu; Songyang Lao; Liang Bai; Sabrina Tollari; Christophe Marsala (ICIG, 2009)

UPMC/LIP6 at ImageCLEFannotation 2010. - Ali Fakeri-Tabrizi; Sabrina Tollari; Nicolas Usunier; Massih-Reza Amini; Patrick Gallinari (CLEF (Notebook Papers/LABs/Workshops), 2010)

Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne. - Sabrina Tollari; Marcin Detyniecki; Ali Fakeri-Tabrizi; Christophe Marsala; Massih-Reza Amini; Patrick Gallinari (Document Numérique, 2010)

The Importance of the Depth for Text-Image Selection Strategy in Learning-To-Rank. - David Buffoni; Sabrina Tollari; Patrick Gallinari (ECIR, 2011)

A Learning to Rank framework applied to text-image retrieval. - David Buffoni; Sabrina Tollari; Patrick Gallinari (Multim. Tools Appl., 2012)

Using tree of concepts and hierarchical reordering for diversity in image retrieval. - Christian Kuoman; Sabrina Tollari; Marcin Detyniecki (CBMI, 2013)

Diversité hiérarchique et utilisation d'arbres de concepts pour la recherche d'images. - Christian Kuoman; Sabrina Tollari; Marcin Detyniecki (CORIA, 2013)

UPMC at MediaEval 2013: Relevance by Text and Diversity by Visual Clustering. - Christian Kuoman; Sabrina Tollari; Marcin Detyniecki (MediaEval, 2013)

UPMC at MediaEval 2016 Retrieving Diverse Social Images Task. - Sabrina Tollari (MediaEval, 2016)