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| 2012 | ||
|---|---|---|
| 89 | Ahmed Rebai, Alexis Joly, Nozha Boujemaa: BLasso for object categorization and retrieval: Towards interpretable visual models. Pattern Recognition 45(6): 2377-2389 (2012) | |
| 2011 | ||
| 88 | Hervé Goëau, Alexis Joly, Souheil Selmi, Pierre Bonnet, Elise Mouysset, Laurent Joyeux, Jean-François Molino, Philippe Birnbaum, Daniel Barthelemy, Nozha Boujemaa: Visual-based plant species identification from crowdsourced data. ACM Multimedia 2011: 813-814 | |
| 87 | Hervé Goëau, Pierre Bonnet, Alexis Joly, Nozha Boujemaa, Daniel Barthelemy, Jean-François Molino, Philippe Birnbaum, Elise Mouysset, Marie Picard: The CLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) 2011 | |
| 86 | Ahmed Rebai, Alexis Joly, Nozha Boujemaa: Interpretable visual models for human perception-based object retrieval. ICMR 2011: 21 | |
| 85 | Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa: Large scale visual-based event matching. ICMR 2011: 53 | |
| 84 | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj: Embedding Gestalt Laws on Conditional Random Field for Image Segmentation. ISVC (1) 2011: 236-245 | |
| 83 | Amel Hamzaoui, Alexis Joly, Nozha Boujemaa: Multi-source shared nearest neighbours for multi-modal image clustering. Multimedia Tools Appl. 51(2): 479-503 (2011) | |
| 2010 | ||
| 82 | James Ze Wang, Nozha Boujemaa, Nuria Oliver Ramirez, Apostol Natsev: Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, MIR 2010, Philadelphia, Pennsylvania, USA, March 29-31, 2010 ACM 2010 | |
| 81 | Wajih Ouertani, Michel Crucianu, Nozha Boujemaa: Interactive learning of heterogeneous visual concepts with local features. ACM Multimedia 2010: 995-998 | |
| 80 | Sahbi Bahroun, Nozha Boujemaa, Ziad Belhadj: Hierarchical visual thesaurus building for satellite image retrieval based on semantic region labelling. ICIP 2010: 3193-3196 | |
| 79 | Hong Tang, Henri Maître, Nozha Boujemaa, Weiguo Jiang: On the relevance of linear discriminative features. Inf. Sci. 180(18): 3422-3433 (2010) | |
| 78 | Mehdi Ellouze, Nozha Boujemaa, Adel M. Alimi: IM(S)2: Interactive movie summarization system. J. Visual Communication and Image Representation 21(4): 283-294 (2010) | |
| 77 | Mehdi Ellouze, Nozha Boujemaa, Adel M. Alimi: Scene pathfinder: unsupervised clustering techniques for movie scenes extraction. Multimedia Tools Appl. 47(2): 325-346 (2010) | |
| 2009 | ||
| 76 | Saloua Litayem, Alexis Joly, Nozha Boujemaa: Interactive objects retrieval with efficient boosting. ACM Multimedia 2009: 545-548 | |
| 75 | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj: Cue Integration for Urban Area Extraction in Remote Sensing Images. ICIAR 2009: 248-257 | |
| 74 | Nicolas Hervé, Nozha Boujemaa: Visual word pairs for automatic image annotation. ICME 2009: 430-433 | |
| 73 | Nicolas Hervé, Nozha Boujemaa: Automatic Image Annotation. Encyclopedia of Database Systems 2009: 180-187 | |
| 72 | Julien Law-To, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa: ViCopT: a robust system for content-based video copy detection in large databases. Multimedia Syst. 15(6): 337-353 (2009) | |
| 2008 | ||
| 71 | Nozha Boujemaa, Marcin Detyniecki, Andreas Nürnberger: Adaptive Multimedial Retrieval: Retrieval, User, and Semantics, 5th International Workshop, AMR 2007, Paris, France, July 5-6, 2007, Revised Selected Papers Springer 2008 | |
| 70 | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj: Stochastic image segmentation by combining region and edge cues. ICIP 2008: 2288-2291 | |
| 69 | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj: Non-homogeneous Conditional Random Fields for Contextual Image Segmentation. ISM 2008: 166-171 | |
| 68 | Alexis Joly, Julien Law-To, Nozha Boujemaa: INRIA-IMEDIA TRECVID 2008: Video Copy Detection. TRECVID 2008 | |
| 67 | Hong Tang, Nozha Boujemaa, Yunhao Chen: Modeling Loosely Annotated Images with Imagined Annotations CoRR abs/0805.4508: (2008) | |
| 66 | Marin Ferecatu, Nozha Boujemaa, Michel Crucianu: Semantic interactive image retrieval combining visual and conceptual content description. Multimedia Syst. 13(5-6): 309-322 (2008) | |
| 65 | Nizar Grira, Michel Crucianu, Nozha Boujemaa: Active semi-supervised fuzzy clustering. Pattern Recognition 41(5): 1834-1844 (2008) | |
| 2007 | ||
| 64 | James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Jia Li: Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2007, Augsburg, Bavaria, Germany, September 24-29, 2007 ACM 2007 | |
| 63 | Nicolas Hervé, Nozha Boujemaa: Image annotation: which approach for realistic databases? CIVR 2007: 170-177 | |
| 62 | Ahmed Rebai, Alexis Joly, Nozha Boujemaa: Interpretability based interest points detection. CIVR 2007: 33-40 | |
| 61 | Julien Law-To, Li Chen, Alexis Joly, Ivan Laptev, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa, Fred Stentiford: Video copy detection: a comparative study. CIVR 2007: 371-378 | |
| 60 | Julien Law-To, Alexis Joly, Laurent Joyeux, Nozha Boujemaa, Olivier Buisson, Valérie Gouet-Brunet: Video and image copy detection demo. CIVR 2007: 97-100 | |
| 59 | Hichem Houissa, Nozha Boujemaa: A New Angle-Based Spatial Modeling for Query by Visual Thesaurus Composition. ICIP (4) 2007: 553-556 | |
| 58 | Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa: Video Copy Detection on the Internet: The Challenges of Copyright and Multiplicity. ICME 2007: 2082-2085 | |
| 57 | Olfa Besbes, Ziad Belhadj, Nozha Boujemaa: A Variational Framework for Adaptive Satellite Images Segmentation. SSVM 2007: 675-686 | |
| 56 | Marin Ferecatu, Nozha Boujemaa: Interactive Remote-Sensing Image Retrieval Using Active Relevance Feedback. IEEE T. Geoscience and Remote Sensing 45(4): 818-826 (2007) | |
| 55 | James Ze Wang, Nozha Boujemaa, Yixin Chen: High diversity transforms multimedia information retrieval into a cross-cutting field: report on the 8th Workshop on Multimedia Information Retrieval. SIGMOD Record 36(1): 57-59 (2007) | |
| 2006 | ||
| 54 | James Ze Wang, Nozha Boujemaa, Yixin Chen: Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, MIR 2006, October 26-27, 2006, Santa Barbara, California, USA ACM 2006 | |
| 53 | Julien Law-To, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa: Robust voting algorithm based on labels of behavior for video copy detection. ACM Multimedia 2006: 835-844 | |
| 52 | Hichem Houissa, Nozha Boujemaa: On the Use of Metrics for Multi-Dimensional Descriptors Clustering. ICIP 2006: 153-156 | |
| 51 | Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa: Local Behaviours Labelling for Content Based Video Copy Detection. ICPR (3) 2006: 232-235 | |
| 50 | Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa: Labeling Complementary Local Descriptors Behavior for Video Copy Detection. MRCS 2006: 290-297 | |
| 49 | Ahmed Rebai, Alexis Joly, Nozha Boujemaa: Constant tangential angle elected interest points. Multimedia Information Retrieval 2006: 203-212 | |
| 48 | James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alexander G. Hauptmann, Jelena Tesic: Diversity in multimedia information retrieval research. Multimedia Information Retrieval 2006: 5-12 | |
| 47 | Itheri Yahiaoui, Nicolas Hervé, Nozha Boujemaa: Shape-Based Image Retrieval in Botanical Collections. PCM 2006: 357-364 | |
| 46 | Hichem Houissa, Nozha Boujemaa, Hichem Frigui: Adaptive Visual Regions Categorization with Sets of Points of Interest. PCM 2006: 485-493 | |
| 45 | Julien Fauqueur, Nozha Boujemaa: Mental image search by boolean composition of region categories. Multimedia Tools Appl. 31(1): 95-117 (2006) | |
| 2005 | ||
| 44 | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa: The LCCP for Optimizing Kernel Parameters for SVM. ICANN (2) 2005: 589-594 | |
| 43 | Sabri Boughorbel, Jean-Philippe Tarel, François Fleuret, Nozha Boujemaa: The GCS Kernel for SVM-Based Image Recognition. ICANN (2) 2005: 595-600 | |
| 42 | Marin Ferecatu, Michel Crucianu, Nozha Boujemaa: Improving performance of interactive categorization of images using relevance feedback. ICIP (1) 2005: 1197-1200 | |
| 41 | Nizar Grira, Michel Crucianu, Nozha Boujemaa: Semi-supervised image database categorization using pairwise constraints. ICIP (3) 2005: 1228-1231 | |
| 40 | Itheri Yahiaoui, Nozha Boujemaa: Content-based image retrieval in botanical collections for gene expression studies. ICIP (3) 2005: 1240-1243 | |
| 39 | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa: Generalized histogram intersection kernel for image recognition. ICIP (3) 2005: 161-164 | |
| 38 | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa: Conditionally Positive Definite Kernels for SVM Based Image Recognition. ICME 2005: 113-116 | |
| 37 | Yuchun Fang, Donald Geman, Nozha Boujemaa: An interactive system for mental face retrieval. Multimedia Information Retrieval 2005: 193-200 | |
| 36 | Marin Ferecatu, Nozha Boujemaa, Michel Crucianu: Hybrid visual and conceptual image representation within active relevance feedback context. Multimedia Information Retrieval 2005: 209-216 | |
| 35 | Nizar Grira, Michel Crucianu, Nozha Boujemaa: Active semi-supervised fuzzy clustering for image database categorization. Multimedia Information Retrieval 2005: 9-16 | |
| 2004 | ||
| 34 | Nizar Grira, Michel Crucianu, Nozha Boujemaa: Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization. EWIMT 2004 | |
| 33 | Marin Ferecatu, Michel Crucianu, Nozha Boujemaa: Tuning SVM-Based Relevance Feedback for the Interactive Classification of Images. EWIMT 2004 | |
| 32 | Hichem Sahbi, Nozha Boujemaa: Fuzzy Clustering: Consistency of Entropy Regularization. Fuzzy Days 2004: 95-107 | |
| 31 | Marin Ferecatu, Michel Crucianu, Nozha Boujemaa: Retrieval of difficult image classes using svd-based relevance feedback. Multimedia Information Retrieval 2004: 23-30 | |
| 30 | Marin Ferecatu, Michel Crucianu, Nozha Boujemaa: Sample Selection Strategies for Relevance Feedback in Region-Based Image Retrieval. PCM (2) 2004: 497-504 | |
| 29 | Nozha Boujemaa, François Fleuret, Valérie Gouet, Hichem Sahbi: Automatic textual annotation of video news based on semantic visual object extraction. Storage and Retrieval Methods and Applications for Multimedia 2004: 329-339 | |
| 28 | Bertrand Le Saux, Nozha Boujemaa: Image database clustering with SVM-based class personalization. Storage and Retrieval Methods and Applications for Multimedia 2004: 9-19 | |
| 27 | Julien Fauqueur, Nozha Boujemaa: Region-based image retrieval: fast coarse segmentation and fine color description. J. Vis. Lang. Comput. 15(1): 69-95 (2004) | |
| 2003 | ||
| 26 | Julien Fauqueur, Nozha Boujemaa: New image retrieval paradigm: logical composition of region categories. ICIP (3) 2003: 601-604 | |
| 25 | Julien Fauqueur, Nozha Boujemaa: Recherche d'images par régions d'intérêt : segmentation grossière rapide et description couleur ne. Technique et Science Informatiques 22(9): 1107-1138 (2003) | |
| 2002 | ||
| 24 | Hichem Sahbi, Nozha Boujemaa: Coarse to Fine Face Detection Based on Skin Color Adaption. Biometric Authentication 2002: 112-120 | |
| 23 | Hichem Sahbi, Nozha Boujemaa: Robust Face Recognition Using Dynamic Space Warping. Biometric Authentication 2002: 121-132 | |
| 22 | Valérie Gouet, Nozha Boujemaa: On the robustness of color points of interest for image retrieval. ICIP (2) 2002: 377-380 | |
| 21 | Julien Fauqueur, Nozha Boujemaa: Region-based retrieval: coarse segmentation with fine color signature. ICIP (2) 2002: 609-612 | |
| 20 | Hichem Sahbi, Donald Geman, Nozha Boujemaa: Face detection using coarse-to-fine support vector classifiers. ICIP (3) 2002: 925-928 | |
| 19 | Bertrand Le Saux, Nozha Boujemaa: Unsupervised Robust Clustering for Image Database Categorization. ICPR (1) 2002: 259-262 | |
| 18 | Julien Fauqueur, Nozha Boujemaa: Coarse Detection and Fine Color Description for Region-Based Image Queries. ICPR (3) 2002: 1027-1034 | |
| 17 | Hichem Sahbi, Nozha Boujemaa: Coarse-to-Fine Support Vector Classifiers for Face Detection. ICPR (3) 2002: 359-362 | |
| 16 | Bertrand Le Saux, Nozha Boujemaa: Unsupervised Categorization for Image Database Overview. VISUAL 2002: 163-174 | |
| 15 | Julien Fauqueur, Nozha Boujemaa: Image Retrieval by Regions: Coarse Segmentation and Fine Color Description. VISUAL 2002: 24-35 | |
| 2001 | ||
| 14 | Nozha Boujemaa, Sabri Boughorbel, Constantin Vertan: Soft color signatures for image retrieval by content. EUSFLAT Conf. 2001: 394-401 | |
| 13 | Hichem Sahbi, Nozha Boujemaa: Robust matching by dynamic space warping for accurate face recognition. ICIP (1) 2001: 1010-1013 | |
| 12 | Sylvain Bernard, Nozha Boujemaa, David Vitale, Claude Bricot: Fingerprint classification using Kohonen topologic map. ICIP (3) 2001: 230-233 | |
| 2000 | ||
| 11 | Hichem Sahbi, Nozha Boujemaa: From coarse to fine skin and face detection. ACM Multimedia 2000: 432-434 | |
| 10 | Constantin Vertan, Nozha Boujemaa, Vasile Buzuloiu: A Fuzzy Color Credibility Approach to Color Image Filtering. ICIP 2000 | |
| 9 | Nozha Boujemaa: On Competitive Unsupervised Clustering. ICPR 2000: 1631-1634 | |
| 8 | Constantin Vertan, Nozha Boujemaa: Color Texture Classification by Normalized Color Space Representation. ICPR 2000: 3584-3587 | |
| 7 | Constantin Vertan, Nozha Boujemaa: Upgrading Color Distributions for Image Retrieval: Can We Do Better? VISUAL 2000: 178-188 | |
| 1999 | ||
| 6 | Jamal Malki, Nozha Boujemaa, Chahab Nastar, Alexandre Winter: Region Queries without Segmentation for Image Retrieval by Content. VISUAL 1999: 115-122 | |
| 5 | Jean-Philippe Tarel, Nozha Boujemaa: A Coarse to Fine 3D Registration Method Based on Robust Fuzzy Clustering. Computer Vision and Image Understanding 73(1): 14-28 (1999) | |
| 1998 | ||
| 4 | Chahab Nastar, Matthias Mitschke, Christophe Meilhac, Nozha Boujemaa: Surfimage: A Flexible Content-Based Image Retrieval System. ACM Multimedia 1998: 339-344 | |
| 3 | Chahab Nastar, Matthias Mitschke, Nozha Boujemaa, Christophe Meilhac, Hélène Bernard, Marc Mautref: Retrieving Images by Content: The Surfimage System. Multimedia Information Systems 1998: 110-120 | |
| 1997 | ||
| 2 | Nozha Boujemaa, Gilbert Roux, Jean Pierre Asselin de Beauville, B. Vattolo: Soft primitive extraction on handwritten digits ICIP (3) 1997: 296- | |
| 1996 | ||
| 1 | Nozha Boujemaa, Olivier Montagu, Claude Sourti, Gilles Roux: Symbolic Segmentation of Handwritten Numerals with Robust Fuzzy Clustering. MVA 1996: 103-106 | |
Colors in the list of coauthors
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