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Chaabane Djeraba

professeur des universités

Publications

Article dans des revues

  • Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba. Micro and macro facial expression recognition using advanced Local Motion Patterns. IEEE Transactions on Affective Computing, Institute of Electrical and Electronics Engineers, 2019, ⟨10.1109/TAFFC.2019.2949559⟩. ⟨hal-02428528⟩
  • B. Allaert, J. Mennesson, Ioan Marius Bilasco, C. Djeraba. Impact of the face registration techniques on facial expressions recognition. Signal Processing: Image Communication, Elsevier, 2018, 61, pp.44-53. ⟨10.1016/j.image.2017.11.002⟩. ⟨hal-01644769⟩
  • Afifa Dahmane, Slimane Larabi, Ioan Marius Bilasco, Chaabane Djeraba. Head Pose Estimation Based on Face Symmetry Analysis. Signal, Image and Video Processing, Springer Verlag, 2015, 9 (8), pp.1871-1880. ⟨10.1007/s11760-014-0676-x⟩. ⟨hal-01111677⟩
  • Amel Aissaoui, Jean Martinet, Chabane Djeraba. Rapid and accurate face depth estimation in passive stereo systems. Multimedia Tools and Applications, Springer Verlag, 2013. ⟨hal-00834474⟩
  • Taner Danisman, Ioan Marius Bilasco, Jean Martinet, Chaabane Djeraba. Intelligent pixels of interest selection with application to facial expression recognition using multilayer perceptron. Signal Processing, Elsevier, 2013, Special issue on Machine Learning in Intelligent Image Processing, 93 (6), pp.1547-1556. ⟨10.1016/j.sigpro.2012.08.007⟩. ⟨hal-00804171⟩
  • Ismail Elsayad, Jean Martinet, Thierry Urruty, Chabane Djeraba. Toward a higher-level visual representation for content-based image retrieval. Multimedia Tools and Applications, Springer Verlag, 2012, 60 (2), pp.455-482. ⟨10.1007/s11042-010-0596-x⟩. ⟨hal-00876204⟩
  • Md. Haidar Sharif, Chaabane Djeraba. An entropy approach for abnormal activities detection in video streams. Pattern Recognition, Elsevier, 2012, 45 (7), pp.2543-2561. ⟨10.1016/j.patcog.2011.11.023⟩. ⟨hal-00812284⟩
  • Samir Amir, Ioan Marius Bilasco, Chaabane Djeraba. MuMIe: Multi-level Metadata Mapping System. Journal of Multimedia, Academy Publisher, 2011, 6 (3), ⟨10.4304/jmm.6.3.225-235⟩. ⟨hal-01856938⟩
  • Samir Amir, Ioan Marius Bilasco, Chaabane Djeraba. MuMIe: Multi-level Metadata Mapping System. Journal of Multimedia, Academy Publisher, 2011, 6 (3), pp.225-235. ⟨hal-00804166⟩
  • Yassine Benabbas, Nacim Ihaddadene, Chaabane Djeraba. Motion Pattern Extraction and Event Detection for Automatic Visual Surveillance. EURASIP Journal on Image and Video Processing, Springer, 2011, 2011 (1), pp.163682. ⟨10.1155/2011/163682⟩. ⟨hal-00812286⟩
  • Md. Haidar Sharif, Nacim Ihaddadene, Chaabane Djeraba. Finding and Indexing of Eccentric Events in Video Emanates. Journal of Multimedia, Academy Publisher, 2010, 5 (1), ⟨10.4304/jmm.5.1.22-35⟩. ⟨hal-01856935⟩
  • Md. Haidar Sharif, Nacim Ihaddadene, Chabane Djeraba. Finding and Indexing of Eccentric Events in Video Emanates. Journal of Multimedia, Academy Publisher, 2010, 5 (1), pp.22-35. ⟨hal-00730561⟩
  • Chaabane Djeraba. Data mining from multimedia. International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis, 2007, 22 (6), pp.405 - 406. ⟨10.1080/17445760701207561⟩. ⟨hal-01856808⟩
  • Gheorghita Ghinea, Chaabane Djeraba, Stephen Gulliver, Kara Pernice Coyne. Introduction to special issue on eye-tracking applications in multimedia systems. ACM Transactions on Multimedia Computing, Communications and Applications, Association for Computing Machinery, 2007, 3 (4), pp.1 - 4. ⟨10.1145/1314303.1314304⟩. ⟨hal-01856806⟩
  • Rokia Missaoui, Petko Valtchev, Chaabane Djeraba, Mehdi Adda. Toward Recommendation Based on Ontology-Powered Web-Usage Mining. IEEE Internet Computing, Institute of Electrical and Electronics Engineers, 2007, 11 (4), pp.45 - 52. ⟨10.1109/MIC.2007.93⟩. ⟨hal-01856488⟩
  • Gregory Piatetsky-Shapiro, Chaabane Djeraba, Lise Getoor, Robert Grossman, Ronen Feldman, et al.. What are the grand challenges for data mining?: KDD-2006 panel report. ACM SIGKDD Explorations Newsletter (ACM Digital Library), Association for Computing Machinery (ACM), 2006, 8 (2), pp.70 - 77. ⟨10.1145/1233321.1233330⟩. ⟨hal-01856482⟩
  • Chaabane Djeraba, Moncef Gabbouj, Patrick Bouthemy. Multimedia indexing and retrieval: ever great challenges. Multimedia Tools and Applications, Springer Verlag, 2006, 30 (3), pp.221 - 228. ⟨10.1007/s11042-006-0025-3⟩. ⟨hal-01856798⟩
  • Michael Lew, Nicu Sebe, Chaabane Djeraba, Ramesh Jain. Content-based multimedia information retrieval. ACM Transactions on Multimedia Computing, Communications and Applications, Association for Computing Machinery, 2006, 2 (1), pp.1 - 19. ⟨10.1145/1126004.1126005⟩. ⟨hal-01856484⟩
  • Chaabane Djeraba, Nicu Sebe, Michael Lew. Systems and architectures for multimedia information retrieval. Multimedia Systems, Springer Verlag, 2005, 10 (6), pp.457 - 463. ⟨10.1007/s00530-005-0174-7⟩. ⟨hal-01856792⟩
  • Chaabane Djeraba. Association and content-based retrieval. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2003, 15 (1), pp.118 - 135. ⟨10.1109/TKDE.2003.1161586⟩. ⟨hal-01856486⟩
  • Simeon Simoff, Chaabane Djeraba, R. Osmar Zaiane. MDM/KDD2002: multimedia data mining between promises and problems. ACM SIGKDD Explorations Newsletter (ACM Digital Library), Association for Computing Machinery (ACM), 2002, 4 (2), pp.118-121. ⟨10.1145/772862.772886⟩. ⟨hal-01856501⟩
  • Chaabane Djeraba. Content-based multimedia indexing and retrieval. IEEE MultiMedia, Institute of Electrical and Electronics Engineers, 2002, 9 (2), pp.18 - 22. ⟨10.1109/MMUL.2002.998047⟩. ⟨hal-01856485⟩
  • Chaabane Djeraba. Guest Editorial: Content-Based Multimedia Indexing and Retrieval. Multimedia Tools and Applications, Springer Verlag, 2001, 14 (2), pp.107 - 111. ⟨10.1023/A:1011366931084⟩. ⟨hal-01856940⟩
  • Marinette Bouet, Chaabane Djeraba, Ali Khenchaf, Henri Briand. Shape Processing and Image retrieval. L'OBJET, 2000, 6 (2). ⟨hal-01856941⟩
  • Chaabane Djeraba, Marinette Bouet, Henri Briand, Ali Khenchaf. Visual and Textual Content Based Indexing and Retrieval. Int. J. on Digital Libraries, Springer, 2000, 2 (4), pp.267-289. ⟨hal-01856942⟩
  • Chaabane Djeraba, Karima Hadouda, Henri Briand. Management of Multimedia Scenarios in an Object-Oriented Database System. Multimedia Tools and Applications, Springer Verlag, 1997, 4 (2), pp.97 - 114. ⟨10.1023/A:1009634430444⟩. ⟨hal-01856943⟩

Communication dans un congrès

  • Romain Belmonte, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba, Nacim Ihaddadene. Video-based Face Alignment with Local Motion Modeling. IEEE Winter Conf. on Applications of Computer Vision, 2019, Hawaii, United States. ⟨hal-02042559⟩
  • Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba. Etude de l’apport de la reconstruction des régions occultées du visage pour la reconnaissance des expressions. CORESA, Nov 2018, Poitiers, France. ⟨hal-01993650⟩
  • Delphine Poux, Benjamin Allaert, José Mennesson, Nacim Ihaddadene, Ioan Marius Bilasco, et al.. Mastering Occlusions by Using Intelligent Facial Frameworks Based on the Propagation of Movement. International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France. ⟨hal-01845363⟩
  • Romain Belmonte, Nacim Ihaddadene, Pierre Tirilly, Chaabane Djeraba, Ioan Marius Bilasco. Towards Spatio-Temporal Face Alignment in Unconstrained Conditions. VISAPP, Jan 2018, Funchal, Portugal. ⟨hal-01644813⟩
  • Romain Belmonte, Nacim Ihaddadene, Pierre Tirilly, Ioan Marius Bilasco, Chaabane Djeraba. Vers un alignement spatio-temporel du visage en conditions non contrôlées. CORESA, Nov 2017, Caen, France. ⟨hal-01644791⟩
  • Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba. Consistent Optical Flow Maps for full and micro facial expression recognition. VISAPP, Feb 2017, Porto, Portugal. pp.235-242, ⟨10.5220/0006127402350242⟩. ⟨hal-01503522⟩
  • Benjamin Allaert, José Mennesson, Ioan Marius Bilasco, Chaabane Djeraba. Etude de la dynamique du visage en situation d'interaction naturelle. COmpression et REprésentation des Signaux Audiovisuels (CORESA) 2016, May 2016, Nancy, France. ⟨hal-01306045⟩
  • Amel Aissaoui, Jean Martinet, Chabane Djeraba. DLBP: A novel descriptor for depth image based face recognition. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.298-302, ⟨10.1109/ICIP.2014.7025059⟩. ⟨hal-01532719⟩
  • Taner Danisman, Ioan Marius Bilasco, Chaabane Djeraba. Cross-database evaluation of normalized raw pixels for gender recognition under unconstrained settings. 22nd International Conference on Pattern Recognition (ICPR 2014), Aug 2014, Stockholm, Sweden. pp.3144-3149, ⟨10.1109/ICPR.2014.542⟩. ⟨hal-00973505⟩
  • Adel Lablack, Taner Danisman, Ioan Marius Bilasco, Chaabane Djeraba. A Local Approach for Negative Emotion Detection. International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. pp.417-420. ⟨hal-00973503⟩
  • Oussama Hadjerci, Adel Lablack, Ioan Marius Bilasco, Chaabane Djeraba. Affect Recognition Using Magnitude Models of Motion. MultiMedia Modelling 2014, Jan 2014, Dublin, Ireland. pp.339-344, ⟨10.1007/978-3-319-04117-9_33⟩. ⟨hal-00973499⟩
  • Afifa Dahmane, Slimane Larabi, Chaabane Djeraba, Ioan Marius Bilasco. Learning symmetrical model for head pose estimation. ICPR - 21st International Conference on Pattern Recognition, Nov 2012, Tsukuba, Japan. pp.3614-3617. ⟨hal-00804181⟩
  • Amel Aissaoui, Jean Martinet, Chaabane Djeraba. 3D face reconstruction in a binocular passive stereoscopic system using face properties. International Conference on Image Processing (ICIP) 2012, Sep 2012, Orlando, FL, United States. pp.1789-1792, ⟨10.1109/ICIP.2012.6467228⟩. ⟨hal-00812273⟩
  • Rémi Auguste, Amel Aissaoui, Jean Martinet, Chabane Djeraba. Les histogrammes spatio-temporels pour la ré-identification de personnes dans les journaux télévisés. Compression et Représentation des Signaux Audiovisuels (CORESA), May 2012, Lille, France. pp.article30. ⟨hal-00812101⟩
  • Amel Aissaoui, Rémi Auguste, Jean Martinet, Chabane Djeraba. Reconstruction 3D de visages dans un système de stéréovision basée sur les propriétés du visage. Compression et Représentation des Signaux Audiovisuels (CORESA), May 2012, Lille, France. pp.article 21. ⟨hal-00812182⟩
  • Afifa Dahmane, Slimane Larabi, Marius Bilasco, Chabane Djeraba. Estimation discrète de l'angle Pan de la tête. Compression et Représentation des Signaux Audiovisuels (CORESA), May 2012, Lille, France. pp.N° 24. ⟨hal-00812186⟩
  • Taner Danisman, Ioan Marius Bilasco, Jean Martinet, Chaabane Djeraba. Construction de masques faciaux pour améliorer la reconnaissance d'expressions. COmpression et REpresentation des Signaux Audiovisuels, May 2012, Lille, France. pp.17. ⟨hal-00812319⟩
  • Amel Aissaoui, Rémi Auguste, Tarek Yahiaoui, Jean Martinet, Chabane Djeraba. Fast Stereo Matching Method based on Optimized Correlation Algorithm for Face Depth Estimation. International Conference on Computer Vision Theory and Applications (VISAPP 2012), Feb 2012, Rome, Italy. pp.377-380. ⟨hal-00812170⟩
  • Rémi Auguste, Amel Aissaoui, Jean Martinet, Chabane Djeraba. Ré-identification de personnes dans les journaux télévisés basée sur les Histogrammes spatio-temporels. Extraction et gestion des connaissances (EGC), 2012, Jan 2012, Bordeaux, France. pp.547-548. ⟨hal-00812146⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Yassine Benabbas, Chaabane Djeraba. A semantically significant visual representation for social image retrieval. International Conference on Multimedia and Expo (ICME) 2011, Jul 2011, Barcelona, Spain. pp.1-6, ⟨10.1109/ICME.2011.6011867⟩. ⟨hal-00812291⟩
  • Samir Amir, Ioan Marius Bilasco, Thierry Urruty, Chaabane Djeraba. Vers une Interopérabilité Multi-Niveaux des Métadonnées. INFORSID 2011, May 2011, Lille, France. ⟨hal-00812330⟩
  • Samir Amir, Yassine Benabbas, Ioan Marius Bilasco, Chaabane Djeraba. MuMIe : a new system for multimedia metadata interoperability. 1st ACM International Conference on Multimedia Retrieval (ICMR) 2011, Apr 2011, Trento, Italy. pp.1, ⟨10.1145/1991996.1991997⟩. ⟨hal-00812292⟩
  • Yassine Benabbas, Samir Amir, Adel Lablack, Chaabane Djeraba. Human Action Recognition using Direction and Magnitude Models of Motion. International Conference on Computer Vision Theory and Applications (VISAPP) 2011, Mar 2011, Vilamoura, Algarve, Portugal. pp.277-285. ⟨hal-00812297⟩
  • Yassine Benabbas, Adel Lablack, Thierry Urruty, Chaabane Djeraba. Reconnaissance d'actions par modélisation du mouvement. 11 Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC) 2011, Jan 2011, Brest, France. pp.149-160. ⟨hal-00812295⟩
  • Yassine Benabbas, Tarek Yahiaoui, Thierry Urruty, Chaabane Djeraba. Analyse spatiotemporelle des vecteurs de mouvement : application au comptage des personnes. Extraction et Gestion des Connaissances (EGC) 2011, Jan 2011, Brest, France. pp.173-178. ⟨hal-00812288⟩
  • Samir Amir, Ioan Marius Bilasco, Thierry Urruty, Chaabane Djeraba. MuMIE : Une approche automatique pour l'interopérabilité des métadonnées. Extraction et Gestion des Connaissances (EGC) 2011, Jan 2011, Brest, France. pp.347-352. ⟨hal-00812290⟩
  • Nacim Ihaddadene, Chaabane Djeraba. A semantic Higher-Level Visual Representation for Object Recognition. Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference (MMM) 2011, Jan 2011, Taipei, Taiwan. pp.251-261, ⟨10.1007/978-3-642-17832-0_24⟩. ⟨hal-00812311⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Chaabane Djeraba. A semantic Higher-Level Visual Representation for Object Recognition. Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference (MMM) 2011, Jan 2011, Taipei, Taiwan. pp.251-261, ⟨10.1007/978-3-642-17832-0_24⟩. ⟨hal-00812293⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Samir Amir, Chaabane Djeraba. Toward a higher-level visual representation for content-based image retrieval. 8th International Conference on Advances in Mobile Computing and Multimedia (MoMM) 2010, Nov 2010, Paris, France. pp.213-220, ⟨10.1145/1971519.1971556⟩. ⟨hal-00812305⟩
  • Samir Amir, Ioan Marius Bilasco, Taner Danisman, Ismail El Sayad, Chaabane Djeraba. Multimedia metadata mapping : towards helping developers in their integration task. 8th International Conference on Advances in Mobile Computing and Multimedia (MoMM) 2010, Nov 2010, Paris, France. pp.205-212, ⟨10.1145/1971519.197155⟩. ⟨hal-00812304⟩
  • Samir Amir, Ioan Marius Bilasco, Taner Danisman, Thierry Urruty, Chaabane Djeraba. Semi-Automatic Multimedia Metadata Integration. EKAW 2010 Poster and Demo Track, Oct 2010, Lisboa, Portugal. pp.art 10. ⟨hal-00812317⟩
  • Rémi Auguste, Ahmed El Ghini, Ioan Marius Bilasco, Nacim Ihaddadene, Chabane Djeraba. Motion similarity measure between video sequences using multivariate time series modeling. International Conference on Machine and Web Intelligence (ICMWI), 2010, Oct 2010, Algiers, Algeria. pp.292-296, ⟨10.1109/ICMWI.2010.5647919⟩. ⟨hal-00812128⟩
  • Samir Amir, Ioan Marius Bilasco, Taner Danisman, Thierry Urruty, Ismail El Sayad, et al.. Schema matching for integrating multimedia metadata. International Conference on Machine and Web Intelligence (ICMWI), 2010, Oct 2010, Algiers, Algeria. pp.234-239, ⟨10.1109/ICMWI.2010.5647884⟩. ⟨hal-00812318⟩
  • Taner Danisman, Ioan Marius Bilasco, Chaabane Djeraba, Nacim Ihaddadene. Drowsy Driver Detection System Using Eye Blink Patterns. International Conference on Machine and Web Intelligence (ICMWI 2010), Oct 2010, Alger, Algeria. pp.230-233, ⟨10.1109/ICMWI.2010.5648121⟩. ⟨hal-00812315⟩
  • Afifa Dahmane, Slimane Larabi, Chabane Djeraba. Detection and analysis of symmetrical parts on face for head pose estimation. International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.3249-3252. ⟨hal-00812173⟩
  • Roberto Valenti, Adel Lablack, Nicu Sebe, Chaabane Djeraba, Theo Gevers. Visual Gaze Estimation by Joint Head and Eye Information. 20th International Conference on Pattern Recognition (ICPR) 2010, Sep 2010, Istambul, Turkey. pp.3870-3873, ⟨10.1109/ICPR.2010.1160⟩. ⟨hal-00812303⟩
  • Yassine Benabbas, Nacim Ihaddadene, Tarek Yahiaoui, Thierry Urruty, Chaabane Djeraba. Spatio-Temporal Optical Flow Analysis for People Counting. 7th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), Aug 2010, Boston, United States. pp.212-217, ⟨10.1109/AVS.2010.29⟩. ⟨hal-00812299⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Chabane Djeraba. A New Spatial Weighting Scheme for Bag-of-Visual-Words. International Workshop on Content-Based Multimedia Indexing (CBMI) 2010, Jun 2010, Grenoble, France. pp.1-6. ⟨hal-00730581⟩
  • Medhi Adda, Petko Valtchev, Rokia Missaoui, Chaabane Djeraba. A framework for mining meaningful usage patterns within a semantically enhanced web portal. Third C* Conference on Computer Science and Software Engineering (C3S2E) 2010, May 2010, Montreal, Quebec, Canada. pp.138-147, ⟨10.1145/1822327.1822347⟩. ⟨hal-00812300⟩
  • Taner Danisman, Ioan Marius Bilasco, Nacim Ihaddadene, Chaabane Djeraba. Automatic Facial Feature Detection for Facial Expression Recognition. Fifth International Conference on Computer Vision Theory and Applications (VISAPP) 2010, May 2010, Angers, France. pp.407-412. ⟨hal-00812308⟩
  • Marius Bilasco, Samir Amir, Patrick Blandin, Chabane Djeraba, Juhani Laitakari, et al.. Semantics for intelligent delivery of multimedia content. Proceedings of the International Symposium On Applied Computing, Mar 2010, Sierre, Switzerland. ⟨hal-00730593⟩
  • Rémi Auguste, Ahmed El Ghini, Marius Bilasco, Chabane Djeraba. Prédiction de séries temporelles et applications à l'analyse de séquences vidéos. Extraction et gestion des connaissances (EGC'2010), Jan 2010, Hammamet, Tunisie. pp.713-714. ⟨hal-00730601⟩
  • Yassine Benabbas, Nacim Ihaddadene, Thierry Urruty, Chabane Djeraba. Analyse globale du flux optique pour la détection d'évènements dans une scène de foule. Extraction et Gestion des Connaissances (EGC), Jan 2010, Hammamet, Tunisia. pp.339-350. ⟨hal-00730558⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Chabane Djeraba. Visual sentence-phrase-based document representation for effective and efficient content-based image retrieval. EGC, 2010, Hammamet, Tunisia. pp.157-162. ⟨hal-00730579⟩
  • Md. Haidar Sharif, Chabane Djeraba. Crowd Behavior Surveillance Using Bhattacharyya Distance Metric. International Symposium on Computational Modeling of Objects Presented in Images: Fundamentals, Methods, and Applications (CompIMAGE), 2010, Buffalo-Niagara, NY, United States. pp.311-323. ⟨hal-00730592⟩
  • Ismail El Sayad, Jean Martinet, Thierry Urruty, Taner Danisman, Md. Haidar Sharif, et al.. Using association rules and spatial weighting for an effective content based-image retrieval. VISAPP 2010, 2010, Angers, France. ⟨hal-00730580⟩
  • Yassine Benabbas, Adel Lablack, Nacim Ihaddadene, Chabane Djeraba. Action Recognition using Direction Models of Motion. International Conference on Pattern Recognition (ICPR), 2010, Istambul, Turkey. ⟨hal-00730582⟩
  • Adel Lablack, Thierry Urruty, Yassine Benabbas, Chabane Djeraba. Extraction de la région d'intérêt d'une personne sur un obstacle. 10 ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC), 2010, Hammamet, Tunisia. ⟨hal-00730573⟩
  • Md. Haidar Sharif, Husam Alustwani, Marius Bilasco, Chabane Djeraba. Détection des mouvements anormaux dans des vidéos. 10 ème Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances (EGC), 2010, Hammamet, Tunisia. pp.699-700. ⟨hal-00730568⟩
  • Md. Haidar Sharif, Chabane Djeraba. PedVed: Pseudo Euclidian Distances for Video Events Detection. International Symposium on Visual Computing (ISVC), Nov 2009, Las Vegas, NV, United States. pp.674-685. ⟨hal-00730589⟩
  • Samir Amir, Marius Bilasco, Chabane Djeraba. A Semantic Approach to Metadata Management in Sensor Systems. Cognitive systems with interactive sensors (COGIS), Nov 2009, Paris, France. ⟨hal-00730597⟩
  • Md. Haidar Sharif, Chabane Djeraba. A Simple Method for Eccentric Event Espial Using Mahalanobis Metric. Iberoamerican Conference on Pattern Recognition (CIARP), Nov 2009, Guadalaraja, Mexico. pp.417-424. ⟨hal-00730591⟩
  • Md. Haidar Sharif, Chabane Djeraba. Exceptional Motion Frames Detection by means of Spatiotemporal Region of Interest Features. International Conference on Image Processing (ICIP), Nov 2009, Cairo, Egypt. pp.981-984. ⟨hal-00730588⟩
  • Adel Lablack, Frédéric Maquet, Nacim Ihaddadene, Chabane Djeraba. Visual gaze projection in front of a target scene. 2009 IEEE International Conference on Multimedia and Expo (ICME), Jun 2009, New York, NY, United States. ⟨hal-00730572⟩
  • Yassine Benabbas, Nacim Ihaddadene, Chabane Djeraba. Global Analysis of Motion Vectors for Event Detection in Crowd Scenes. International Workshop on Performance Evaluation of Tracking and Surveillance (PETS). In Conjunction with IEEE Computer Society Conference on Computer Vision (CVPR), Jun 2009, Miami Beach, FL, United States. pp.109-116. ⟨hal-00730560⟩
  • Nacim Ihaddadene, Adel Lablack, Chaabane Djeraba. Analysing complex videos for public safety and monitoring. 9th International Symposium on Programming and Systems (ISPS 2009), May 2009, Algiers, Algeria. ⟨hal-00812328⟩
  • Kaci Azzou Samira Ait, Slimane Larabi, Chaabane Djeraba. Angles Estimation of Rotating Camera. Fourth International Conference on Computer Vision Theory and Applications (VISAPP) 2009, Feb 2009, Lisboa, Portugal. pp.575-578. ⟨hal-00812310⟩
  • Jean Martinet, Adel Lablack, Stanislas Lew, Chabane Djeraba. Gaze Based Quality Assessment of Visual Media Understanding. IEEE PSIVT-CVIM'09, Jan 2009, Tokyo, Japan. ⟨hal-00730577⟩
  • Adel Lablack, Zhongfei Zhang, Chabane Djeraba. Supervised learning for head pose estimation using SVD and Gabor Wavelets. 1st International Workshop on Multimedia Analysis of User Behaviour and Interactions (MAUBI), Dec 2008, Berkeley, CA, United States. pp.592-596. ⟨hal-00730574⟩
  • Adel Lablack, Chabane Djeraba. Analysis of human behaviour in front of a target scene. 19th International Conference on Pattern Recognition (ICPR), Dec 2008, Tampa, FL, United States. ⟨hal-00730570⟩
  • Md. Haidar Sharif, Nacim Ihaddadene, Chabane Djeraba. Covariance Matrices for Crowd Behaviour Monitoring on the Escalator Exits. International Symposium on Visual Computing (ISVC), Dec 2008, Las Vegas, NV, United States. pp.470-481. ⟨hal-00730586⟩
  • Md. Haidar Sharif, Nacim Ihaddadene, Chabane Djeraba. Crowd behaviour monitoring on the escalator exits. International Conference on Computer and Information Technology (ICCIT), Nov 2008, Khuna, Bangladesh. pp.194-200. ⟨hal-00730587⟩
  • Thierry Urruty, Jose Joemon M., Chaabane Djeraba. An efficient indexing structure for multimedia data. 1st ACM SIGMM International Conference on Multimedia Information Retrieval (MIR) 2008, Oct 2008, Vancouver, BC, Canada. pp.313-320, ⟨10.1145/1460096.1460148⟩. ⟨hal-00812312⟩
  • Nacim Ihaddadene, Md. Haidar Sharif, Chaabane Djeraba. Crowd behaviour monitoring. 16th International Conference on Multimedia (ACM MM) 2008, Oct 2008, Vancouver, BC, Canada. pp.1013-1014, ⟨10.1145/1459359.1459556⟩. ⟨hal-00812313⟩
  • Anthony Martinet, Jean Martinet, Nacim Ihaddadene, Stanislas Lew, Chaabane Djeraba. Analyzing eye fixations and gaze orientations on films and pictures. 16th International Conference on Multimedia (ACM MM) 2008, Oct 2008, Vancouver, BC, Canada. pp.1111-1112, ⟨10.1145/1459359.1459587⟩. ⟨hal-00812314⟩
  • Mahmoudi Sidi Ahmed, Md. Haidar Sharif, Nacim Ihaddadene, Chabane Djeraba. Detection of Abnormal Motions in Video. International Workshop Multimodal Interactions Analysis of Users in a Controlled Environment (MIAUCE), Oct 2008, Chania, Greece. pp.1-4. ⟨hal-00730585⟩
  • Adel Lablack, Frédéric Maquet, Chabane Djeraba. Determination of the Visual Field of Persons in a Scene. 3rd International Conference on Computer Vision Theory and Applications (VISAPP), May 2008, Funchal, Portugal. ⟨hal-00730571⟩
  • Thierry Urruty, Chaabane Djeraba, Dan A. Simovici. Clustering by Random Projections. 7th Industrial Conference on Data Mining (ICDM) 2007, Germany, Jul 2007, Leipzig, Germany. pp.107-119. ⟨hal-01857358⟩
  • Sylvain Mongy, Chaabane Djeraba, Dan A. Simovici. On Clustering Users' Behaviors in Video Sessions. Proceedings of the 2007 International Conference on Data Mining, , Jun 2007, Las Vegas, Nevada, United States. ⟨hal-01857356⟩
  • Thierry Urruty, Fatima Belkouch, Chaabane Djeraba, Dan A. Simovici. RPyR: Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires. Actes du XXVème Congrès INFORSID, May 2007, Perros-Guirec, France. pp.242-257. ⟨hal-01857367⟩
  • Thierry Urruty, Fatima Belkouch, Chaabane Djeraba, Dan A. Simovici. RPyR : Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires. Actes du XXVème Congrès INFORSID, May 2007, Perros-Guirec, France. pp.242--257. ⟨hal-01857363⟩
  • Chaabane Djeraba, Stanislas Lew, Dan A. Simovici, Sylvain Mongy, Nacim Ihaddadene. Eye/gaze tracking in web, image and video documents. 14th ACM international conference on Multimedia , Oct 2006, Santa Barbara, California, United States. pp.481-482, ⟨10.1145/1180639.1180735⟩. ⟨hal-01857360⟩
  • Gregory Piatetsky-Shapiro, Robert Grossman, Chaabane Djeraba, Ronen Feldman, Lise Getoor, et al.. Is there a grand challenge or X-prize for data mining?. 12th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD-2006), Aug 2006, Philadelphia, United States. pp.954-956 ⟨10.1145/1150402.1150535⟩. ⟨hal-01857392⟩
  • Thierry Urruty, Fatima Belkouch, Chaabane Djeraba. Indexation Multidimensionnelle : KpyrRec, une amélioration de Kpyr. INFORSID-2006, 2006, Hammamat, Tunisia. pp. 831-846. ⟨hal-01857903⟩
  • Mehdi Adda, Petko Valtchev, Rokia Missaoui, Chaabane Djeraba. On The Discovery of Semantically Enhanced Sequential Patterns. Fourth International Conference on Machine Learning and Applications (ICMLA'05), Dec 2005, Los Angeles, France. ⟨10.1109/ICMLA.2005.49⟩. ⟨hal-01857390⟩
  • Thierry Urruty, Fatima Belkouch, Chaabane Djeraba. Kpyr, une structure efficace d'indexation de documents vidéo. INFORSID-2005, 2005, Grenoble, France. pp. 403-418. ⟨hal-01857898⟩
  • Younes Hafri, Chaabane Djeraba. High performance crawling system. the 6th ACM SIGMM international workshop on Multimedia Information Retrieval (MIR-2004), Oct 2004, New York, France. ⟨10.1145/1026711.1026760⟩. ⟨hal-01856493⟩
  • Younes Hafri, Chaabane Djeraba, Peter Stanchev, Bruno Bachimont. A Markovian Approach for Web User Profiling and Clustering. Advances in Knowledge Discovery and Data Mining, 7th Pacific-Asia Conference, 2003, Apr 2003, Seoul, South Korea. pp.191--202. ⟨hal-01857382⟩
  • Gregory Fernandez, Philippe Peter, Abdelouaheb Mekaouche, Chaabane Djeraba. K-automatic discovery in large image databases. INFORSID-2002, Jun 2002, Nantes, France. pp. 365-379. ⟨hal-01857893⟩
  • Younes Hafri, Chaabane Djeraba, Peter Stanchev, Bruno Bachimont. A Web User Profiling Approach. Web Technologies and Applications, 5th Asian-Pacific Web Conference, APWeb 2003, Apr 2002, Xian, China. pp.227--238. ⟨hal-01857380⟩
  • Chaabane Djeraba, Marinette Bouet. Introduction of high level descriptions in a visual information system. 14ème Journées Bases de Données Avancées (BDA-98), Oct 1998, Hammamat, Tunisie. ⟨hal-01857858⟩
  • Marinette Bouet, Chaabane Djeraba. Powerful image organization in visual retrieval systems. the sixth ACM international conference on Multi Media, Sep 1998, Bristol, France. ⟨10.1145/290747.290792⟩. ⟨hal-01856498⟩
  • Marinette Bouet, Chaabane Djeraba. Visual Content Based Retrieval in an Image Database with Relevant Feedback. IEEE International Workshop on Multi-Media Database Management Systems (IW-MMDBMS-98), Aug 1998, Dayton, Ohio, United States. pp.98-105. ⟨hal-01857865⟩
  • Chaabane Djeraba, Marinette Bouet, Henri Briand. Concept-based query in visual information systems. IEEE International Forum on Research and Technology Advances in Digital Libraries -ADL'98-, Apr 1998, Santa Barbara, United States. pp.299--308, ⟨10.1109/ADL.1998.670430⟩. ⟨hal-01857395⟩
  • Chaabane Djeraba, Marinette Bouet. Digital information retrieval. Sixth ACM International Conference on Information and Knowledge Management (CIKM'97), Nov 1997, Las Vegas, France. pp.185-192, ⟨10.1145/266714.266893⟩. ⟨hal-01856495⟩
  • Chaabane Djeraba, Karima Hadouda, Henri Briand. Scènes multimédias dans une base de données à objets. 13ème Journées Bases de Données Avancées - BDA-1997, Sep 1997, Grenoble, France. ⟨hal-01857746⟩
  • Karima Hadouda, Chaabane Djeraba, Henri Briand. Objects and Interactive Application in Term of Scenario in a Multimedia Database. Eighth International Workshop on Database and Expert Systems Applications, DEXA'97, Sep 1997, Toulouse, France. pp.246--251, ⟨10.1109/DEXA.1997.617280⟩. ⟨hal-01857397⟩
  • Chaabane Djeraba, Patrick Fargeaud, Henri Briand. A search system based on image features. Eighth International Workshop on Database and Expert Systems Applications, DEXA'97, Sep 1997, Toulouse, France. pp.80--85, ⟨10.1109/DEXA.1997.617240⟩. ⟨hal-01857396⟩
  • Chaabane Djeraba, Patrick Fargeaud, Henri Briand. Retrieval and extraction by content of images in an object oriented database. actes du XVème Congrès INFORSID, Jun 1997, Toulouse, France. pp.507--525. ⟨hal-01857754⟩
  • Chaabane Djeraba, Henri Briand. Temporal and Interactive Relations in a Multimedia Database System. Multimedia Applications, Services and Techniques - '97, Second European Conference, May 1997, Milan, Italy. pp.457--473. ⟨hal-01857749⟩
  • Chaabane Djeraba, Karima Hadouda, Henri Briand. Management of Multimedia Scenarios In An Object-Oriented Database System. IEEE International Workshop on Multimedia Data Base Management Systems (IW-MMDBMS), Oct 1996, Blue Mountain Lake, New York, United States. pp.64--71. ⟨hal-01857759⟩
  • Chaabane Djeraba, Karima Hadouda. Gestion des scénarios multi-média. INFORSID-1996, Jun 1996, Bordeaux, France. pp.391-405. ⟨hal-01857889⟩
  • Laurent Fleury, Chaabane Djeraba, Henri Briand, Philippe Jacques. Some Aspect of Rule Discovery in Data Bases. Information Systems and Data Management, 6th International Conference, CISMOD'95, Nov 1995, Bombay, India. pp.192--205. ⟨hal-01857763⟩
  • Laurent Fleury, Chaabane Djeraba, Henri Briand, Philippe Jacques. Rule Evaluations in a {KDD} System. Database and Expert Systems Applications, 6th International Conference, DEXA'95, Sep 1995, London, United Kingdom. pp.405--414. ⟨hal-01857764⟩
  • Chaabane Djeraba. Objets composites dans un modèle a objets. Dixièmes Journées Bases de Données Avancées - BDA-94, Aug 1994, Clermont-Ferrand, France. ⟨hal-01857791⟩
  • Chaabane Djeraba, Ali Ait Hssain, Bernard Descotes-Genon. Composition and Dependency Relationships in Production Information System Design. Database and Expert Systems Applications, 4th International Conference, DEXA'93, Sep 1993, Prague, Czech Republic. pp.605--610. ⟨hal-01857796⟩
  • Chaabane Djeraba, Gia Toan Nguyen, Dominique Rieu. Objet composites et lien de dépendance dans un système à base de connaissances. INFORSID-1993, 1993, Lille, France. pp.353-372. ⟨hal-01857841⟩
  • Dominique Rieu, Gia Toan Nguyen, Annie Cluet, Chaabane Djeraba. Instanciation multiple et classification d'objets. VIIèmes Journées Bases de Données Avancées - BDA-1991, Sep 1991, Lyon, France. ⟨hal-01857788⟩

Ouvrage (y compris édition critique et traduction)

  • Dan A. Simovici, Chaabane Djeraba. Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics. Second Edition. Springer. Springer, 2014, Advanced Information and Knowledge Processing, 978-1-4471-6406-7. ⟨10.1007/978-1-4471-6407-4⟩. ⟨hal-01856470⟩
  • Chaabane Djeraba, Adel Lablack, Yassine Benabbas. Multi-Modal User Interactions in Controlled Environments. Springer US, 34, 216 p., 2010, Multimedia Systems and Applications, 978-1-4419-0316-7. ⟨hal-01856780⟩
  • Chabane Djeraba, Adel Lablack, Yassine Benabbas. Multi-Modal User Interactions in Controlled Environments. Springer, pp.216, 2010. ⟨hal-00730565⟩
  • Dan A. Simovici, Chaabane Djeraba. Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics. Springer, pp.616, 2008, Advanced Information and Knowledge Processing, 978-1-84800-200-5. ⟨hal-01857344⟩
  • A. Simovici Dan, Chabane Djeraba. Mathematical Tools for Data Mining - Set Theory, Partial Orders, Combinatorics. Springer, pp.616, 2008, Advanced Information and Knowledge Processing, 978-1-84800-200-5. ⟨hal-00812324⟩

Chapitre d'ouvrage

  • Samir Amir, Marius Bilasco, Md. Haidar Sharif, Chabane Djeraba. Towards a Unified Multimedia Metadata Management Solution. Ma, Zongmin. Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies, IGI Global, pp.170-194, 2012, ⟨10.4018/978-1-61350-126-9.ch011⟩. ⟨hal-00730575⟩
  • Adel Lablack, Jean Martinet, Chabane Djeraba. Head pose estimation using a texture model based on Gabor Wavelets. Adam Herout. Pattern Recognition Recent Advances, I-Tech Education and Publishing, pp.ch. 18, 2010, 978-953-7619-90-9. ⟨10.5772/9362⟩. ⟨hal-00730566⟩
  • Samir Amir, Marius Bilasco, Thierry Urruty, Jean Martinet, Chabane Djeraba. Designing intelligent content delivery frameworks using MPEG-21. Agius, Harry and Angelides, Marios. The Handbook of MPEG Applications: Standards in Practice, John Wiley and Sons Ltd, pp.ch. 19, 2010, ⟨10.1002/9780470974582.ch19⟩. ⟨hal-00730598⟩
  • Thierry Urruty, Fatima Belkouche, Chaabane Djeraba, Bruno Bachimont, Edouard Gerard, et al.. Optimization of Video Content Descriptions for Retrieval. Borko Furth. Multimedia Dictionary, Second Edition, Springer, pp.693-698, 2008, 978-0-387-74724-8. ⟨hal-00812326⟩
  • Sylvain Mongy, Fatma Bouali, Chaabane Djeraba. Video Usage Mining. Borko Furth. Multimedia Dictionary, Second Edition, Springer, pp.954-959, 2008, 978-0-387-74724-8. ⟨hal-00812327⟩
  • Md. Haidar Sharif, Jean Martinet, Chabane Djeraba. Motion saliency applied to video surveillance. Furht, Borko. Encyclopedia of Multimedia, Springer, pp.442-444, 2008, 978-0-387-74724-8. ⟨hal-00730583⟩
  • Jean Martinet, Adel Lablack, Nacim Ihaddadene, Chabane Djeraba. Gaze tracking applied to image indexing. Furht, Borko. Encyclopedia of Multimedia, Springer, pp.258-264, 2008, 0387747249. ⟨hal-00730600⟩
  • Md. Haidar Sharif, Jean Martinet, Chabane Djeraba. Object tracking in video using covariance matrices. Furht, Borko. Encyclopedia of Multimedia, Springer, 2008. ⟨hal-00730584⟩
  • Adel Lablack, Jean Martinet, Chabane Djeraba. Multimodal analysis of human behavior. B. Furth. Encyclopedia of Multimedia, Springer, pp.648-651, 2008, 978-0-387-74724-8. ⟨hal-00730567⟩
  • Sylvain Mongy, Fatma Bouali, Chaabane Djeraba. Video Usage Minining. Encyclopedia of Multimedia, Springer, 2006, 978-0-387-24395-5. ⟨hal-01857086⟩
  • Chaabane Djeraba, Ian Savory, Max Barrere, Steve Marchand. Content Based Image Retrieval Model in an Object Oriented Database. Arnold W. M. Smeulders, Ramesh Jain. Image Databases and Multi-Media Search, 8, WorldScientific, pp.263-276, 1998, Image Databases and Multi-Media Search, 978-981-02-3327-3. ⟨hal-01856990⟩

Direction d'ouvrage, Proceedings

  • Slimane Larabi, Chaabane Djeraba, Habiba Drias. Proceedings of IEEE International Conference on Machine and Web Intelligence (ICMWI-2010). IEEE, pp.503, 2010. ⟨hal-00812325⟩
  • Chaabane Djeraba, Gilbert Ritschard. Extraction et gestion des connaissances (EGC'2006): Actes des sixièmes journées Extraction et Gestion des Connaissances. Extraction et gestion des connaissances (EGC'2006), Actes des sixièmes journées Extraction et Gestion des Connaissances, Lille, France, , Jan 2006, Villeneuve d'Ascq, France. Revue des Nouvelles Technologies de l'Information, 2006, 2-85428-718-5. ⟨hal-01856947⟩
  • Michael Lew, Nicu Sebe, Chaabane Djeraba. Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. Oct 2005, New York, United States. 2004, 1-58113-940-3. ⟨hal-01856958⟩
  • R. Osmar Zaiane, Simeon Simoff, Chaabane Djeraba. Mining Multimedia and Complex Data, {KDD} Workshop {MDM/KDD} 2002, {PAKDD} Workshop {KDMCD} 2002, Revised Papers. France. 2797, 2003, Lecture Notes in Computer science, 3-540-20305-2. ⟨hal-01856959⟩
  • Nicu Sebe, Michael Lew, Chaabane Djeraba. Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval: MIR-2003. Nov 2003, Berkeley, California, United States. 2003, 1-58113-778-8. ⟨hal-01856960⟩
  • Chaabane Djeraba. Multimedia Mining: A Highway to Intelligent Multimedia Documents. France. 22, Kluwer, Springer, pp.231, 2002, 1-4020-7247-3. ⟨hal-01856497⟩
  • Akmal Chaudhri, Rainer Unland, Chaabane Djeraba, Wolfgang Lindner. XML-Based Data Management and Multimedia Engineering. EDBT 2002 - Workshops, Workshops XMLDM, MDDE, and YRWS, Prague, Czech Republic, March 24-28, 2002, Revised Papers, Mar 2002, Prague, France. 2490, Springer, 2002, Lecture Notes in Computer Science, 3-540-00130-1. ⟨hal-01856986⟩
  • Chaabane Djeraba, R. Osmar Zaiane. Proceedings of the International Workshop on Knowledge Discovery in Multimedia and Complex Data {(KDMCD} 2002), in conjunction with the Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-02). International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD - 2002), May 2018, Taipei, Taiwan. 2002. ⟨hal-01856988⟩
  • Simeon Simoff, Chaabane Djeraba, R. Osmar Zaiane. Proceedings of the Third ACM International Workshop on Multimedia Data Mining: MDM/KDD'2002. ACM MDM/KDD'2002, , Jul 2002, Edmonton, Alberta, Canada. University of Alberta, Canada, 2002. ⟨hal-01856987⟩

Autre publication

  • Benjamin Allaert, Ioan Marius Bilasco, Chaabane Djeraba. Advanced local motion patterns for macro and micro facial expression recognition. 2018. ⟨hal-01857093⟩

Pré-publication, Document de travail

  • Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun. Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. 2019. ⟨hal-02110143⟩