Solène Vilfroy, Lionel Bombrun, Thierry Urruty, Florence de Grancey, Jean-Philippe Lebrat, et al.. Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. Machine Learning, 2024, 113 (10), pp.7841-7866. ⟨10.1007/s10994-024-06615-x⟩. ⟨hal-05067937⟩
Guillaume Bourgeois, Christine Plumejeaud, Noël Richard, Thierry Urruty. Traiter intelligemment les cartes anciennes et comprendre l'histoire des territoires. Cartes & géomatique, 2024, Le printemps des cartes à Montmorillon - mai 2023 (255), pp.19-48. ⟨10.62437/cixz358cwvtgnjjlp-46087878⟩. ⟨hal-05056468⟩
Solène Vilfroy, Thierry Urruty, Philippe Carré, Jean-Philippe Lebrat, Lionel Bombrun. Attention-Based Deep Recurrent Neural Network for Semantic Segmentation of 4-D Radar Data Acquired During Landing Maneuver. IEEE Transactions on Radar Systems, 2024, 2, pp.1135-1147. ⟨10.1109/TRS.2024.3488475⟩. ⟨hal-05067921⟩
Gean Pereira, Iury B.A. Santos, Luís P.F. Garcia, Thierry Urruty, Muriel Visani, et al.. Neural architecture search with interpretable meta-features and fast predictors. Information Sciences, 2023, 649, pp.119642. ⟨10.1016/J.INS.2023.119642⟩. ⟨hal-04538311⟩
Cécilia Ostertag, Muriel Visani, Thierry Urruty, Marie Beurton-Aimar. Long-term cognitive decline prediction based on multi-modal data using Multimodal3DSiameseNet: transfer learning from Alzheimer’s disease to Parkinson’s disease. International Journal of Computer Assisted Radiology and Surgery, 2023, 18 (5), pp.809-818. ⟨10.1007/S11548-023-02866-6⟩. ⟨hal-04538306⟩
Lobna Fezai, Thierry Urruty, Pascal Bourdon, Chrsitine Fernandez-Maloigne. Deep anonymization of medical imaging. Multimedia Tools and Applications, 2022, 82 (6), pp.9533-9547. ⟨10.1007/S11042-022-13686-2⟩. ⟨hal-04538315⟩
Israa Alnazer, Pascal Bourdon, Thierry Urruty, Omar Falou, Mohamad Khalil, et al.. Recent Advances in Medical Image Processing for the Evaluation of Chronic Kidney Disease. Medical Image Analysis, 2021, pp.101960. ⟨10.1016/j.media.2021.101960⟩. ⟨hal-03107259⟩
Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne. Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. Remote Sensing, 2019, Image Retrieval in Remote Sensing, 11 (5), pp.600. ⟨10.3390/rs11050600⟩. ⟨hal-02065950⟩
Achref Ouni, Thierry Urruty, Muriel Visani. A robust CBIR framework in between bags of visual words and phrases models for specific image datasets. Multimedia Tools and Applications, 2018, 77 (20), pp.26173 - 26189. ⟨10.1007/s11042-018-5841-8⟩. ⟨hal-01917046⟩
Dorian Michaud, Thierry Urruty, Philippe Carré, François Lecellier. Adaptive features selection for expert datasets: A cultural heritage application. Signal Processing: Image Communication, 2018, 67, pp.161 - 170. ⟨10.1016/j.image.2018.06.011⟩. ⟨hal-01917047⟩
H. Karamti, M. Tmar, M. Visani, Thierry Urruty, F. Gargouri. Vector space model adaptation and pseudo relevance feedback for content-based image retrieval. Multimedia Tools and Applications, 2018, 77 (5), pp.5475 - 5501. ⟨10.1007/s11042-017-4463-x⟩. ⟨hal-02556483⟩
Huu Ton Le, Thierry Urruty, Syntyche Gbehounou, François Lecellier, Jean Martinet, et al.. Improving retrieval framework using information gain models. Signal, Image and Video Processing, 2017, 11 (2), pp.309-316. ⟨10.1007/s11760-016-0938-x⟩. ⟨hal-01515952⟩
Ismail Elsayad, Jean Martinet, Thierry Urruty, Chabane Djeraba. Toward a higher-level visual representation for content-based image retrieval. Multimedia Tools and Applications, 2012, 60 (2), pp.455-482. ⟨10.1007/s11042-010-0596-x⟩. ⟨hal-00876204⟩
Thierry Urruty, Frank Hopfgartner, Pablo Bermejo Lopez, Robert Villa, Joemon M. Jose. Simulated evaluation of faceted browsing based on feature selection. Multimedia Tools and Applications, 2010, pp.631-662. ⟨hal-00876579⟩
Thierry Urruty. KpyrRec: a recursive multidimensional indexing structure. International Journal of Parallel, Emergent and Distributed Systems, 2008, 23 (3), pp.235-245. ⟨hal-00876598⟩
Thierry Urruty, Stanislas Lew, Nacim Ihaddadene, Dan A. Simovici. Detecting eye fixations by projection clustering. ACM Transactions on Multimedia Computing, Communications and Applications, 2007, 3 (4), pp.0-0. ⟨hal-00876606⟩
Solène Vilfroy, Thierry Urruty, Philippe Carré, Lionel Bombrun. Boucle d’indexation interactive basée sur les gains d’information : application a un jeu de données expert. Groupe d'Etudes du Traitement du Signal et des Images (GRETSI 2022), Sep 2022, Nancy, France. ⟨hal-04263895⟩
Israa Alnazer, Pascal Bourdon, Thierry Urruty, Omar Falou, Mohamad Khalil, et al.. Renal Function Evaluation Survey: Artificial Intelligence for the Next Decade?. 2020 2nd International Conference on Electrical, Control and Instrumentation Engineering (ICECIE), Nov 2020, Kuala Lumpur, Malaysia. pp.1-4, ⟨10.1109/ICECIE50279.2020.9309636⟩. ⟨hal-03107255⟩
Matthieu Coupet, Thierry Urruty, Teerapong Leelanupab, Mathieu Naudin, Pascal Bourdon, et al.. An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences. 27th International Conference on Neural Information Processing (ICONIP 2020), Nov 2020, Bangkok, Thailand. pp.113-125, ⟨10.1007/978-3-030-63830-6_10⟩. ⟨hal-03077886⟩
Saifeddine Rjiba, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne, Roger Delepaule, et al.. CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures. 2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-6, ⟨10.1109/IPTA50016.2020.9286458⟩. ⟨hal-03127976⟩
Cecilia Ostertag, Marie Beurton-Aimar, Muriel Visani, Thierry Urruty, Karell Bertet. Predicting Brain Degeneration with a Multimodal Siamese Neural Network *. 2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-6, ⟨10.1109/IPTA50016.2020.9286657⟩. ⟨hal-03068780⟩
Israa Alnazer, Pascal Bourdon, Thierry Urruty, Carole Guillevin, Mathieu Naudin, et al.. ADC Maps Texture Analysis for the Evaluation of Kidney Function: A Preliminary Study *. 2019 Fifth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2019, Tripoli, Lebanon. pp.1-4, ⟨10.1109/ICABME47164.2019.8940285⟩. ⟨hal-02428470⟩
Boubacar Diallo, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne. Improving Robustness of Image Tampering Detection for Compression. MMM 2019: MultiMedia Modeling, Jan 2019, Thessaloniki, Greece. ⟨10.1007/978-3-030-05710-7⟩. ⟨hal-02401565⟩
Boubacar Diallo, Thierry Urruty, Pascal Bourdon, Christine Fernandez-Maloigne. Amélioration de la robustesse de la détection d'images altérées pour la compression. CORESA 2018 (COmpression et REprésentation des Signaux Audiovisuels), Nov 2018, Poitiers, France. ⟨hal-02401586⟩
Huu Ton Le, Thierry Urruty, Marie Beurton-Aimar, Hoang-Tung Tran, Thi Phuong Nghiem, et al.. Study of CNN Based Classification for Small Specific Datasets. Modern Approaches for Intelligent Information and Database Systems, - 10th Asian Conference, ACIIDS 2018, Mar 2018, Dong Hoi City, Vietnam. pp.355-365. ⟨hal-01917096⟩
Dorian Michaud, Thierry Urruty, François Lecellier, Philippe Carré. Adaptive Image Representation using Information Gain and Saliency : Application to Cultural Heritage Datasets. MultiMedia Modeling - 24th International Conference, MMM 2018, Feb 2018, Bangkok, Thailand. ⟨hal-01917088⟩
Olfa Ben Ahmed, Thierry Urruty, Noël Richard, Christine Fernandez-Maloigne. A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. 16 th International Conference on Content -Based Multimedia Indexing, IEEE, 2018, La Rochelle, France. ⟨hal-01912373⟩
Achref Ouni, Thierry Urruty, Muriel Visani. Improving the Discriminative Power of Bag of Visual Words Model.. International Conference on MultiMedia Modeling (MMM), Jan 2017, Reykjavik, Iceland. pp.245-256. ⟨hal-02552667⟩
Huu Ton Le, Syntyche Gbehounou, Thierry Urruty, François Lecellier, Christine Fernandez-Maloigne. Information Gain Study for Visual Vocabulary Construction. International Conference on Multimedia Retrieval, Jun 2015, Shanghai, China. ⟨10.1145/2671188.2749319⟩. ⟨hal-01287552⟩
Thierry Urruty, Syntyche Gbehounou, Huu Ton Le, Jean Martinet, Christine Fernandez-Maloigne. Iterative Random Visual Word Selection. ICMR 2014 ACM International Conference on Multimedia Retrieval, Apr 2014, Glasgow, United Kingdom. ⟨10.1145/2578726.2578758⟩. ⟨hal-01287554⟩
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⟩
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⟩
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⟩
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⟩
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, Thierry Urruty, Chaabane Djeraba. Semi-Automatic Multimedia Metadata Integration. EKAW 2010 Poster and Demo Track, Oct 2010, Lisboa, Portugal. pp.art 10. ⟨hal-00812317⟩
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⟩
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⟩
Thierry Urruty, Yue Feng, Adel Lablack, Joemon M. Jose, Ismail Elsayad. Classification et sélection de caractéristique basées sur les concepts sémantiques pour la recherche d'information multimédia. Extraction et gestion des connaissances 2010, Jan 2010, Tunisie. pp.85-90. ⟨hal-00876584⟩
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⟩
Yue Feng, Thierry Urruty, Joemon M. Jose. A Novel Retrieval Framework Using Classification, Feature Selection and Indexing Structure. 16th International Multimedia Modeling Conference (MMM 2010), Jan 2010, China. pp.731-736. ⟨hal-00876585⟩
Thierry Urruty, Yue Feng, Adel Lablack, Joemon M. Jose, Ismail El Sayad. Classification et sélection de caractéristique basées sur les concepts sémantiques pour la recherche d'information multimédia. EGC, 2010, undef, France. pp.85-90. ⟨hal-00730578⟩
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⟩
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⟩
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⟩
Thierry Urruty, Frank Hopfgartner, David Hannah, Desmond Elliott, Joemon M. Jose. Supporting aspect-based video browsing: analysis of a user study. ACM International Conference on Image and Video Retrieval (CIVR), Jul 2009, Greece. pp.0-0. ⟨hal-00876590⟩
Frank Hopfgartner, Thierry Urruty, David Hannah, Desmond Elliott, Joemon M. Jose. Aspect-based video browsing - A user study. IEEE International Conference on Multimedia and Expo, ICME 2009, Jun 2009, United States. pp.946-949. ⟨hal-00876593⟩
Frank Hopfgartner, Thierry Urruty, Robert Villa, Joemon M. Jose. Facet-Based Browsing in Video Retrieval: A Simulation-Based Evaluation. 5th International Multimedia Modeling Conference, MMM 2009, Jan 2009, France. pp.472-483. ⟨hal-00876595⟩
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⟩
Frank Hopfgartner, Thierry Urruty, Robert Villa, Nicholas Gildea, Joemon M. Jose. Exploiting log files in video retrieval. ACM/IEEE Joint Conference on Digital Libraries, JCDL 2008, Jun 2008, United States. pp.454. ⟨hal-00876599⟩
Thierry Urruty, Frank Hopfgartner, Robert Villa, Nicholas Gildea, Joemon M. Jose. A cluster-based simulation of facet-based search. ACM/IEEE Joint Conference on Digital Libraries, JCDL 2008, Jun 2008, United States. pp.472. ⟨hal-00876601⟩
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⟩
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⟩
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⟩
Syntyche Gbehounou, Thierry Urruty, François Lecellier, Christine Fernandez-Maloigne. Introducing Image Saliency Information into Content Based Indexing and Emotional Impact Analysis. Visual Content Indexing and Retrieval with Psycho-Visual Models, Springer International Publishing, pp.75-101, 2017, ⟨10.1007/978-3-319-57687-9_4⟩. ⟨hal-02515851⟩
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⟩
