| 2015 | ACIVS | Semantic Shape Models for Leaf Species Identification. | Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba |
| 2013 | CVPR | Vantage Feature Frames for Fine-Grained Categorization. | Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman |
| 2013 | ICIP | Advanced tree species identification using multiple leaf parts image queries. | Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba |
| 2012 | BMVC | Hash-Based Support Vector Machines Approximation for Large Scale Prediction. | Saloua Litayem, Alexis Joly, Nozha Boujemaa |
| 2012 | ICDM | Large Scale KNN-Graph Approximation. | Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa |
| 2012 | ICIP | Petiole shape detection for advanced leaf identification. | Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa |
| 2011 | ISVC | Embedding Gestalt Laws on Conditional Random Field for Image Segmentation. | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj |
| 2010 | ICIP | Hierarchical visual thesaurus building for satellite image retrieval based on semantic region labelling. | Sahbi Bahroun, Nozha Boujemaa, Ziad Belhadj |
| 2008 | ICIP | Stochastic image segmentation by combining region and edge cues. | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj |
| 2008 | ISM | Non-homogeneous Conditional Random Fields for Contextual Image Segmentation. | Olfa Besbes, Nozha Boujemaa, Ziad Belhadj |
| 2007 | ICIP | A New Angle-Based Spatial Modeling for Query by Visual Thesaurus Composition. | Hichem Houissa, Nozha Boujemaa |
| 2006 | ICIP | On the Use of Metrics for Multi-Dimensional Descriptors Clustering. | Hichem Houissa, Nozha Boujemaa |
| 2006 | ICPR | Local Behaviours Labelling for Content Based Video Copy Detection. | Julien Law-To, Valrie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa |
| 2005 | ICANN | The LCCP for Optimizing Kernel Parameters for SVM. | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa |
| 2005 | ICANN | The GCS Kernel for SVM-Based Image Recognition. | Sabri Boughorbel, Jean-Philippe Tarel, Franois Fleuret, Nozha Boujemaa |
| 2005 | ICIP | Generalized histogram intersection kernel for image recognition. | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa |
| 2005 | ICIP | Improving performance of interactive categorization of images using relevance feedback. | Marin Ferecatu, Michel Crucianu, Nozha Boujemaa |
| 2005 | ICIP | Semi-supervised image database categorization using pairwise constraints. | Nizar Grira, Michel Crucianu, Nozha Boujemaa |
| 2005 | ICIP | Content-based image retrieval in botanical collections for gene expression studies. | Itheri Yahiaoui, Nozha Boujemaa |
| 2005 | IJCNN | The intermediate matching kernel for image local features. | Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa |
| 2003 | ICIP | New image retrieval paradigm: logical composition of region categories. | Julien Fauqueur, Nozha Boujemaa |
| 2002 | ECCV | Coarse to Fine Face Detection Based on Skin Color Adaption. | Hichem Sahbi, Nozha Boujemaa |
| 2002 | ECCV | Robust Face Recognition Using Dynamic Space Warping. | Hichem Sahbi, Nozha Boujemaa |
| 2002 | ICIP | Region-based retrieval: coarse segmentation with fine color signature. | Julien Fauqueur, Nozha Boujemaa |
| 2002 | ICIP | On the robustness of color points of interest for image retrieval. | Valrie Gouet, Nozha Boujemaa |
| 2002 | ICIP | Face detection using coarse-to-fine support vector classifiers. | Hichem Sahbi, Donald Geman, Nozha Boujemaa |
| 2002 | ICPR | Coarse Detection and Fine Color Description for Region-Based Image Queries. | Julien Fauqueur, Nozha Boujemaa |
| 2002 | ICPR | Coarse-to-Fine Support Vector Classifiers for Face Detection. | Hichem Sahbi, Nozha Boujemaa |
| 2002 | ICPR | Unsupervised Robust Clustering for Image Database Categorization. | Bertrand Le Saux, Nozha Boujemaa |
| 2001 | EUSFLAT | Soft color signatures for image retrieval by content. | Nozha Boujemaa, Sabri Boughorbel, Constantin Vertan |
| 2001 | ICIP | Fingerprint classification using Kohonen topologic map. | Sylvain Bernard, Nozha Boujemaa, David Vitale, Claude Bricot |
| 2001 | ICIP | Robust matching by dynamic space warping for accurate face recognition. | Hichem Sahbi, Nozha Boujemaa |
| 2000 | ICIP | A Fuzzy Color Credibility Approach to Color Image Filtering. | Constantin Vertan, Nozha Boujemaa, Vasile Buzuloiu |
| 2000 | ICPR | On Competitive Unsupervised Clustering. | Nozha Boujemaa |
| 2000 | ICPR | Color Texture Classification by Normalized Color Space Representation. | Constantin Vertan, Nozha Boujemaa |
| 1997 | ICIP | Soft primitive extraction on handwritten digits | Nozha Boujemaa, Gilbert Roux, Jean Pierre Asselin de Beauville, B. Vattolo |
| 1996 | MVA | Symbolic Segmentation of Handwritten Numerals with Robust Fuzzy Clustering. | Nozha Boujemaa, Olivier Montagu, Claude Sourti, Gilles Roux |