Nozha Boujemaa

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 6

Top Venues

Multim. Tools Appl.

ICMR

ICME

EMR@ICMR

Publications

Nozha Boujemaa, Abdelrahman Hassan, Giorgi Kokaia, Pratyush Kumar Sinha
How Responsible LLMs are beneficial to search and exploration in Retail industry. ICMR (2023)
Giorgi Kokaia, Pratyush Sinha, Yutong Jiang, Nozha Boujemaa
Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs. CoRR (2023)
Yuchun Fang, Zhengye Xiao, Wei Zhang, Yan Huang, Liang Wang, Nozha Boujemaa, Donald Geman
Attribute Prototype Learning for Interactive Face Retrieval. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Pierre Bonnet, Alexis Joly, Hervé Goëau, Julien Champ, Christel Vignau, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa
Plant identification: man vs. machine - LifeCLEF 2014 plant identification challenge. Multim. Tools Appl. 75 (3) (2016)
Alexis Joly, Pierre Bonnet, Hervé Goëau, Julien Barbe, Souheil Selmi, Julien Champ, Samuel Dufour-Kowalski, Antoine Affouard, Jennifer Carré, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy
A look inside the Pl@ntNet experience - The good, the bias and the hope. Multim. Syst. 22 (6) (2016)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba
Semantic-based automatic structuring of leaf images for advanced plant species identification. Multim. Tools Appl. 75 (3) (2016)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba
Semantic Shape Models for Leaf Species Identification. ACIVS (2015)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Confidence Sets for Fine-Grained Categorization and Plant Species Identification. Int. J. Comput. Vis. 111 (3) (2015)
Amel Hamzaoui, Pierre Letessier, Alexis Joly, Olivier Buisson, Nozha Boujemaa
Object-based visual query suggestion. Multim. Tools Appl. 68 (2) (2014)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba
Multiple leaflets-based identification approach for compound leaf species. EMR@ICMR (2014)
Alexis Joly, Hervé Goëau, Pierre Bonnet, Vera Bakic, Julien Barbe, Souheil Selmi, Itheri Yahiaoui, Jennifer Carré, Elise Mouysset, Jean-François Molino, Nozha Boujemaa, Daniel Barthélémy
Interactive plant identification based on social image data. Ecol. Informatics 23 (2014)
Hervé Goëau, Pierre Bonnet, Alexis Joly, Antoine Affouard, Vera Bakic, Julien Barbe, Samuel Dufour, Souheil Selmi, Itheri Yahiaoui, Christel Vignau, Daniel Barthélémy, Nozha Boujemaa
Pl@ntNet Mobile 2014: Android port and new features. ICMR (2014)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Identification of plants from multiple images and botanical IdKeys. ICMR (2013)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Vantage Feature Frames for Fine-Grained Categorization. CVPR (2013)
Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
The ImageCLEF 2013 Plant Identification Task. CLEF (Working Notes) (2013)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba
Advanced tree species identification using multiple leaf parts image queries. ICIP (2013)
Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh
The Future of Multimedia Analysis and Mining: Visions from the Shonan Meeting. IEEE Multim. 20 (2) (2013)
Hervé Goëau, Alexis Joly, Pierre Bonnet, Vera Bakic, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
The imageCLEF plant identification task 2013. MAED@ACM Multimedia (2013)
Hervé Goëau, Pierre Bonnet, Alexis Joly, Vera Bakic, Julien Barbe, Itheri Yahiaoui, Souheil Selmi, Jennifer Carré, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino, Grégoire Duché, Aurélien Péronnet
Pl@ntNet mobile app. ACM Multimedia (2013)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa, Ezzeddine Zagrouba
Automated semantic leaf image categorization by geometric analysis. ICME (2013)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa
Petiole shape detection for advanced leaf identification. ICIP (2012)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa
Alignment of 2D objects for shape interpretation. WIAMIS (2012)
Olfa Mzoughi, Itheri Yahiaoui, Nozha Boujemaa
Extraction of Leaf Parts by Image Analysis. ICIAR (1) (2012)
Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
Distributed KNN-graph approximation via hashing. ICMR (2012)
Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
Large Scale KNN-Graph Approximation. ICDM Workshops (2012)
Saloua Litayem, Alexis Joly, Nozha Boujemaa
Hash-Based Support Vector Machines Approximation for Large Scale Prediction. BMVC (2012)
Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh
The Future of Multimedia Analysis and Mining (NII Shonan Meeting 2012-9). NII Shonan Meet. Rep. 2012 (2012)
Hervé Goëau, Pierre Bonnet, Alexis Joly, Itheri Yahiaoui, Daniel Barthélémy, Nozha Boujemaa, Jean-François Molino
The ImageCLEF 2012 Plant Identification Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Itheri Yahiaoui, Olfa Mzoughi, Nozha Boujemaa
Leaf Shape Descriptor for Tree Species Identification. ICME (2012)
Hervé Goëau, Pierre Bonnet, Julien Barbe, Vera Bakic, Alexis Joly, Jean-François Molino, Daniel Barthélémy, Nozha Boujemaa
Multi-organ plant identification. MAED@ACM Multimedia (2012)
Ahmed Rebai, Alexis Joly, Nozha Boujemaa
BLasso for object categorization and retrieval: Towards interpretable visual models. Pattern Recognit. 45 (6) (2012)
Ahmed Rebai, Alexis Joly, Nozha Boujemaa
Interpretable visual models for human perception-based object retrieval. ICMR (2011)
Hervé Goëau, Alexis Joly, Souheil Selmi, Pierre Bonnet, Elise Mouysset, Laurent Joyeux, Jean-François Molino, Philippe Birnbaum, Daniel Barthélémy, Nozha Boujemaa
Visual-based plant species identification from crowdsourced data. ACM Multimedia (2011)
Hervé Goëau, Pierre Bonnet, Alexis Joly, Nozha Boujemaa, Daniel Barthélémy, Jean-François Molino, Philippe Birnbaum, Elise Mouysset, Marie Picard
The CLEF 2011 Plant Images Classification Task. CLEF (Notebook Papers/Labs/Workshop) (2011)
Mohamed Riadh Trad, Alexis Joly, Nozha Boujemaa
Large scale visual-based event matching. ICMR (2011)
Olfa Besbes, Nozha Boujemaa, Ziad Belhadj
Embedding Gestalt Laws on Conditional Random Field for Image Segmentation. ISVC (1) (2011)
Amel Hamzaoui, Alexis Joly, Nozha Boujemaa
Multi-source shared nearest neighbours for multi-modal image clustering. Multim. Tools Appl. 51 (2) (2011)
Mehdi Ellouze, Nozha Boujemaa, Adel M. Alimi
Scene pathfinder: unsupervised clustering techniques for movie scenes extraction. Multim. Tools Appl. 47 (2) (2010)
Hong Tang, Henri Maître, Nozha Boujemaa, Weiguo Jiang
On the relevance of linear discriminative features. Inf. Sci. 180 (18) (2010)
Wajih Ouertani, Michel Crucianu, Nozha Boujemaa
Interactive learning of heterogeneous visual concepts with local features. ACM Multimedia (2010)
Mehdi Ellouze, Nozha Boujemaa, Adel M. Alimi
: Interactive movie summarization system. J. Vis. Commun. Image Represent. 21 (4) (2010)
Sahbi Bahroun, Nozha Boujemaa, Ziad Belhadj
Hierarchical visual thesaurus building for satellite image retrieval based on semantic region labelling. ICIP (2010)
Amel Hamzaoui, Alexis Joly, Nozha Boujemaa
Multi-source RSC model for multiple search result clustering. WIAMIS (2010)
Olfa Besbes, Nozha Boujemaa, Ziad Belhadj
Cue Integration for Urban Area Extraction in Remote Sensing Images. ICIAR (2009)
Olfa Besbes, Nozha Boujemaa, Ziad Belhadj
Contextual classification of high-resolution satellite images. CIIP (2009)
Saloua Litayem, Alexis Joly, Nozha Boujemaa
Interactive objects retrieval with efficient boosting. ACM Multimedia (2009)
Julien Law-To, Olivier Buisson, Valérie Gouet-Brunet, Nozha Boujemaa
ViCopT: a robust system for content-based video copy detection in large databases. Multim. Syst. 15 (6) (2009)
Nicolas Hervé, Nozha Boujemaa
Visual word pairs for automatic image annotation. ICME (2009)
Christos Diou, Nikos Dimitriou, Panagiotis Panagiotopoulos, Christos Papachristou, Anastasios Delopoulos, George Stephanopoulos, Henning Rode, Theodora Tsikrika, Arjen P. de Vries, Daniel Schneider, Jochen Schwenninger, Marie-Luce Viaud, Agnès Saulnier, Peter Altendorf, Birgit Schröter, Matthias Elser, Angel Rego, Alex Rodriguez, Cristina Martínez, Iñaki Etxaniz, Gérard Dupont, Bruno Grilhères, Nicolas Martin, Nozha Boujemaa, Alexis Joly, Raffi Enficiaud, Anne Verroust, Souheil Selmi, Mondher Khadhraoui
VITALAS at TRECVID-2009. TRECVID (2009)
Olfa Besbes, Nozha Boujemaa, Ziad Belhadj
Non-homogeneous Conditional Random Fields for Contextual Image Segmentation. ISM (2008)
Nizar Grira, Michel Crucianu, Nozha Boujemaa
Active semi-supervised fuzzy clustering. Pattern Recognit. 41 (5) (2008)
Hong Tang, Nozha Boujemaa, Yunhao Chen
Modeling Loosely Annotated Images with Imagined Annotations CoRR (2008)
Olfa Besbes, Nozha Boujemaa, Ziad Belhadj
Stochastic image segmentation by combining region and edge cues. ICIP (2008)
Sahbi Bahroun, Ziad Belhadj, Nozha Boujemaa
Semantic region labelling using a point pattern analysis. EUSIPCO (2008)
Alexis Joly, Julien Law-To, Nozha Boujemaa
INRIA-IMEDIA TRECVID 2008: Video Copy Detection. TRECVID (2008)
Marin Ferecatu, Nozha Boujemaa, Michel Crucianu
Semantic interactive image retrieval combining visual and conceptual content description. Multim. Syst. 13 (5-6) (2008)
Julien Law-To, Alexis Joly, Laurent Joyeux, Nozha Boujemaa, Olivier Buisson, Valérie Gouet-Brunet
Video and image copy detection demo. CIVR (2007)
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
Video Copy Detection on the Internet: The Challenges of Copyright and Multiplicity. ICME (2007)
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 Rec. 36 (1) (2007)
Ahmed Rebai, Alexis Joly, Nozha Boujemaa
Interpretability based interest points detection. CIVR (2007)
Hichem Houissa, Nozha Boujemaa
A New Angle-Based Spatial Modeling for Query by Visual Thesaurus Composition. ICIP (4) (2007)
Marin Ferecatu, Nozha Boujemaa
Interactive Remote-Sensing Image Retrieval Using Active Relevance Feedback. IEEE Trans. Geosci. Remote. Sens. 45 (4) (2007)
Nicolas Hervé, Nozha Boujemaa
Image annotation: which approach for realistic databases? CIVR (2007)
Olfa Besbes, Ziad Belhadj, Nozha Boujemaa
A Variational Framework for Adaptive Satellite Images Segmentation. SSVM (2007)
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)
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)
Hichem Houissa, Nozha Boujemaa, Hichem Frigui
Adaptive Visual Regions Categorization with Sets of Points of Interest. PCM (2006)
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
Local Behaviours Labelling for Content Based Video Copy Detection. ICPR (3) (2006)
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)
Itheri Yahiaoui, Nicolas Hervé, Nozha Boujemaa
Shape-Based Image Retrieval in Botanical Collections. PCM (2006)
Julien Fauqueur, Nozha Boujemaa
Mental image search by boolean composition of region categories. Multim. Tools Appl. 31 (1) (2006)
Julien Law-To, Valérie Gouet-Brunet, Olivier Buisson, Nozha Boujemaa
Labeling Complementary Local Descriptors Behavior for Video Copy Detection. MRCS (2006)
Hichem Houissa, Nozha Boujemaa
On the Use of Metrics for Multi-Dimensional Descriptors Clustering. ICIP (2006)
Ahmed Rebai, Alexis Joly, Nozha Boujemaa
Constant tangential angle elected interest points. Multimedia Information Retrieval (2006)
Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa
Conditionally Positive Definite Kernels for SVM Based Image Recognition. ICME (2005)
Nizar Grira, Michel Crucianu, Nozha Boujemaa
Active semi-supervised fuzzy clustering for image database categorization. Multimedia Information Retrieval (2005)
Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa
The LCCP for Optimizing Kernel Parameters for SVM. ICANN (2) (2005)
Yuchun Fang, Donald Geman, Nozha Boujemaa
An interactive system for mental face retrieval. Multimedia Information Retrieval (2005)
Marin Ferecatu, Michel Crucianu, Nozha Boujemaa
Improving performance of interactive categorization of images using relevance feedback. ICIP (1) (2005)
Sabri Boughorbel, Jean-Philippe Tarel, Nozha Boujemaa
Generalized histogram intersection kernel for image recognition. ICIP (3) (2005)
Hichem Sahbi, Nozha Boujemaa
Validity of Fuzzy Clustering Using Entropy Regularization. FUZZ-IEEE (2005)
Itheri Yahiaoui, Nozha Boujemaa
Content-based image retrieval in botanical collections for gene expression studies. ICIP (3) (2005)
Nizar Grira, Michel Crucianu, Nozha Boujemaa
Semi-supervised image database categorization using pairwise constraints. ICIP (3) (2005)
Sabri Boughorbel, Jean-Philippe Tarel, François Fleuret, Nozha Boujemaa
The GCS Kernel for SVM-Based Image Recognition. ICANN (2) (2005)
Nizar Grira, Michel Crucianu, Nozha Boujemaa
Semi-Supervised Fuzzy Clustering with Pairwise-Constrained Competitive Agglomeration. FUZZ-IEEE (2005)
Marin Ferecatu, Nozha Boujemaa, Michel Crucianu
Hybrid visual and conceptual image representation within active relevance feedback context. Multimedia Information Retrieval (2005)
Bertrand Le Saux, Nozha Boujemaa
Image database clustering with SVM-based class personalization. Storage and Retrieval Methods and Applications for Multimedia (2004)
Marin Ferecatu, Michel Crucianu, Nozha Boujemaa
Tuning SVM-Based Relevance Feedback for the Interactive Classification of Images. EWIMT (2004)
Marin Ferecatu, Michel Crucianu, Nozha Boujemaa
Sample Selection Strategies for Relevance Feedback in Region-Based Image Retrieval. PCM (2) (2004)
Nizar Grira, Michel Crucianu, Nozha Boujemaa
Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization. EWIMT (2004)
Julien Fauqueur, Nozha Boujemaa
Region-based image retrieval: fast coarse segmentation and fine color description. J. Vis. Lang. Comput. 15 (1) (2004)
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)
Hichem Sahbi, Nozha Boujemaa
Fuzzy Clustering: Consistency of Entropy Regularization. Fuzzy Days (2004)
Marin Ferecatu, Michel Crucianu, Nozha Boujemaa
Retrieval of difficult image classes using svd-based relevance feedback. Multimedia Information Retrieval (2004)
Bertrand Le Saux, Nizar Grira, Nozha Boujemaa
Adaptive robust clustering with proximity-based merging for video-summary. FUZZ-IEEE (2003)
Julien Fauqueur, Nozha Boujemaa
Recherche d'images par régions d'intérêt : segmentation grossière rapide et description couleur ne. Tech. Sci. Informatiques 22 (9) (2003)
Julien Fauqueur, Nozha Boujemaa
New image retrieval paradigm: logical composition of region categories. ICIP (3) (2003)
Hichem Frigui, Nozha Boujemaa
Clustering fuzzy sets with application to image database categorization. FUZZ-IEEE (2003)
Bertrand Le Saux, Nozha Boujemaa
Unsupervised Robust Clustering for Image Database Categorization. ICPR (1) (2002)
Hichem Sahbi, Nozha Boujemaa
Coarse to Fine Face Detection Based on Skin Color Adaption. Biometric Authentication (2002)

Nozha Boujemaa.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nozha Boujemaa