KPYR: An Efficient Indexing Method. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba (ICME, 2005)

Kpyr, une structure efficace d'indexation de documents vidéo. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba (INFORSID, 2005)

Indexation Multidimensionnelle : KpyrRec, une amélioration de Kpyr. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba (INFORSID, 2006)

Optimization of Video Content Descriptions for Retrieval. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba; Bruno Bachimont; Edouard Gérard; Jean de Bissy; Olivier Lombard; Patrick Alleaume (Encyclopedia of Multimedia, 2006)

Clustering by Random Projections. - Thierry Urruty; Chabane Djeraba; Dan A. Simovici (ICDM, 2007)

RPyR: Nouvelle Structure d'Indexation avec Classification par Projections Aléatoires. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba; Dan A. Simovici (INFORSID, 2007)

Detecting eye fixations by projection clustering. - Thierry Urruty; Stanislas Lew; Nacim Ihaddadene; Dan A. Simovici (ACM Trans. Multim. Comput. Commun. Appl., 2007)

Exploiting log files in video retrieval. - Frank Hopfgartner; Thierry Urruty; Robert Villa; Nicholas Gildea; Joemon M. Jose (JCDL, 2008)

A cluster-based simulation of facet-based search. - Thierry Urruty; Frank Hopfgartner; Robert Villa; Nicholas Gildea; Joemon M. Jose (JCDL, 2008)

An efficient indexing structure for multimedia data. - Thierry Urruty; Chabane Djeraba; Joemon M. Jose (Multimedia Information Retrieval, 2008)

Glasgow University at TRECVID 2008. - P. Punitha 001; Thierry Urruty; Yue Feng 002; Martin Halvey; Anuj Goyal; David Hannah; Iraklis A. Klampanos; Vassilios Stathopoulos 002; Robert Villa; Joemon M. Jose (TRECVID, 2008)

KpyrRec: a recursive multidimensional indexing structure. - Thierry Urruty (Int. J. Parallel Emergent Distributed Syst., 2008)

Optimization of Video Content Descriptions for Retrieval. - Thierry Urruty; Fatima Belkouch; Chabane Djeraba; Edouard Gérard; Jean de Bissy; Olivier Lombard; Patrick Alleaume (Encyclopedia of Multimedia, 2008)

Supporting aspect-based video browsing: analysis of a user study. - Thierry Urruty; Frank Hopfgartner; David Hannah; Desmond Elliott; Joemon M. Jose (CIVR, 2009)

Aspect-based video browsing - A user study. - Frank Hopfgartner; Thierry Urruty; David Hannah; Desmond Elliott; Joemon M. Jose (ICME, 2009)

Facet-Based Browsing in Video Retrieval: A Simulation-Based Evaluation. - Frank Hopfgartner; Thierry Urruty; Robert Villa; Joemon M. Jose (MMM, 2009)

Exploiting Log Files in Video Retrieval. - Frank Hopfgartner; Thierry Urruty; Joemon M. Jose (Bull. IEEE Tech. Comm. Digit. Libr., 2009)

Spatio-Temporal Optical Flow Analysis for People Counting. - Yassine Benabbas; Nacim Ihaddadene; Tarek Yahiaoui; Thierry Urruty; Chabane Djeraba (AVSS, 2010)

A new spatial weighting scheme for bag-of-visual-words. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Chabane Djeraba (CBMI, 2010)

Semi-automatic Multimedia Metadata Integration. - Samir Amir; Ioan Marius Bilasco; Taner Danisman; Thierry Urruty; Chabane Djeraba (EKAW (Posters and Demos), 2010)

Analyse globale du flux optique pour la détection d'évènements dans une scène de foule. - Yassine Benabbas; Nacim Ihaddadene; Thierry Urruty; Chabane Djeraba (EGC, 2010)

Extraction de la région d'intérêt d'une personne sur un obstacle. - Adel Lablack; Thierry Urruty; Yassine Benabbas; Chabane Djeraba (EGC, 2010)

Classification et sélection de caractéristique basées sur les concepts sémantiques pour la recherche d'information multimédia. - Thierry Urruty; Yue Feng 002; Adel Lablack; Joemon M. Jose; Ismail Elsayad (EGC, 2010)

Visual sentence-phrase-based document representation for effective and efficient content-based image retrieval. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Chabane Djeraba (EGC, 2010)

A Novel Retrieval Framework Using Classification, Feature Selection and Indexing Structure. - Yue Feng 002; Thierry Urruty; Joemon M. Jose (MMM, 2010)

Toward a higher-level visual representation for content-based image retrieval. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Samir Amir; Chabane Djeraba (MoMM, 2010)

Using Association Rules and Spatial Weighting for an Effective Content Based-image Retrieval. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Taner Danisman; Md. Haidar Sharif; Chabane Djeraba (VISAPP (1), 2010)

Simulated evaluation of faceted browsing based on feature selection. - Frank Hopfgartner; Thierry Urruty; Pablo Bermejo López; Robert Villa; Joemon M. Jose (Multim. Tools Appl., 2010)

Information Organization Issues in Multimedia Retrieval Using Low-Level Features. - Frank Hopfgartner; Reede Ren; Thierry Urruty; Joemon M. Jose (Multimedia Semantics, 2011)

MuMIE : Une approche automatique pour l'interopérabilité des métadonnées. - Samir Amir; Ioan Marius Bilasco; Thierry Urruty; Chabane Djeraba (EGC, 2011)

Reconnaissance d'actions par modélisation du mouvement. - Yassine Benabbas; Adel Lablack; Thierry Urruty; Chabane Djeraba (EGC, 2011)

Analyse spatiotemporelle des vecteurs de mouvement : application au comptage des personnes. - Yassine Benabbas; Tarek Yahiaoui; Thierry Urruty; Chabane Djeraba (EGC, 2011)

A semantically significant visual representation for social image retrieval. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Yassine Benabbas; Chabane Djeraba (ICME, 2011)

A Semantic Higher-Level Visual Representation for Object Recognition. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Chabane Djeraba (MMM (1), 2011)

Toward a higher-level visual representation for content-based image retrieval. - Ismail Elsayad; Jean Martinet; Thierry Urruty; Chabane Djeraba (Multim. Tools Appl., 2012)

Iterative Random Visual Word Selection. - Thierry Urruty; Syntyche Gbèhounou; Huu Ton Le; Jean Martinet; Christine Fernandez-Maloigne (ICMR, 2014)

Information Gain Study for Visual Vocabulary Construction. - Huu Ton Le; Syntyche Gbèhounou; Thierry Urruty; François Lecellier; Christine Fernandez-Maloigne (ICMR, 2015)

Introducing Image Saliency Information into Content Based Indexing and Emotional Impact Analysis. - Syntyche Gbèhounou; Thierry Urruty; François Lecellier; Christine Fernandez-Maloigne (Visual Content Indexing and Retrieval with Psycho-Visual Models, 2017)

Improving the Discriminative Power of Bag of Visual Words Model. - Achref Ouni; Thierry Urruty; Muriel Visani (MMM (2), 2017)

Improving retrieval framework using information gain models. - Huu Ton Le; Thierry Urruty; Syntyche Gbèhounou; François Lecellier; Jean Martinet; Christine Fernandez-Maloigne (Signal Image Video Process., 2017)

Study of CNN Based Classification for Small Specific Datasets. - Huu Ton Le; Thierry Urruty; Marie Beurton-Aimar; Thi Phuong Nghiem; Hoang-Tung Tran; Romain Verset; Marie Ballère; Hien Phuong Lai; Muriel Visani (ACIIDS (Extended Posters), 2018)

A Study on the Sensitivity-Based Discriminative Hyperspectral Image Content Representation. - Olfa Ben Ahmed; Thierry Urruty; Noël Richard; Christine Fernandez-Maloigne (CBMI, 2018)

Adaptive Image Representation Using Information Gain and Saliency: Application to Cultural Heritage Datasets. - Dorian Michaud; Thierry Urruty; François Lecellier; Philippe Carré (MMM (1), 2018)

Vector space model adaptation and pseudo relevance feedback for content-based image retrieval. - Hanen Karamti; Mohamed Tmar; Muriel Visani; Thierry Urruty; Faïez Gargouri (Multim. Tools Appl., 2018)

A robust CBIR framework in between bags of visual words and phrases models for specific image datasets. - Achref Ouni; Thierry Urruty; Muriel Visani (Multim. Tools Appl., 2018)

Adaptive features selection for expert datasets: A cultural heritage application. - Dorian Michaud; Thierry Urruty; Philippe Carré; François Lecellier (Signal Process. Image Commun., 2018)

Improving Robustness of Image Tampering Detection for Compression. - Boubacar Diallo; Thierry Urruty; Pascal Bourdon; Christine Fernandez-Maloigne (MMM (1), 2019)

3DSiameseNet to Analyze Brain MRI. - Cecilia Ostertag; Marie Beurton-Aimar; Thierry Urruty (CoRR, 2019)

Toward Content-Based Hyperspectral Remote Sensing Image Retrieval (CB-HRSIR): A Preliminary Study Based on Spectral Sensitivity Functions. - Olfa Ben Ahmed; Thierry Urruty; Noël Richard; Christine Fernandez-Maloigne (Remote. Sens., 2019)

An Empirical Study of Deep Neural Networks for Glioma Detection from MRI Sequences. - Matthieu Coupet; Thierry Urruty; Teerapong Leelanupab; Mathieu Naudin; Pascal Bourdon; Christine Fernandez-Maloigne; Rémy Guillevin (ICONIP (1), 2020)

Predicting Brain Degeneration with a Multimodal Siamese Neural Network *. - Cecilia Ostertag; Marie Beurton-Aimar; Muriel Visani; Thierry Urruty; Karell Bertet (IPTA, 2020)

CenterlineNet: Automatic Coronary Artery Centerline Extraction for Computed Tomographic Angiographic Images Using Convolutional Neural Network Architectures. - Saifeddine Rjiba; Thierry Urruty; Pascal Bourdon; Christine Fernandez-Maloigne; Roger Delepaule; Luc-Philippe Christiaens; Rémy Guillevin (IPTA, 2020)

Predicting Brain Degeneration with a Multimodal Siamese Neural Network. - Cecilia Ostertag; Marie Beurton-Aimar; Muriel Visani; Thierry Urruty; Karell Bertet (CoRR, 2020)

Explainable AI for Medical Imaging: Knowledge Matters. - Pascal Bourdon; Olfa Ben Ahmed; Thierry Urruty; Khalifa Djemal; Christine Fernandez-Maloigne (Multi-faceted Deep Learning, 2021)

Content-based image retrieval: Colorfulness and Depth visual perception quantification. - Solène Vilfroy; Thierry Urruty; Philippe Carré; Lionel Bombrun; Arnaud Bour (CBMI, 2021)

Recent advances in medical image processing for the evaluation of chronic kidney disease. - Israa Alnazer; Pascal Bourdon; Thierry Urruty; Omar Falou; Mohamad Khalil; Ahmad Shahin; Christine Fernandez-Maloigne (Medical Image Anal., 2021)

Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge. - Kimberley M. Timmins; Irene C. van der Schaaf; Edwin Bennink; Ynte M. Ruigrok; Xingle An; Michael Baumgartner 001; Pascal Bourdon; Riccardo de Feo; Tommaso Di Noto; Florian Dubost; Augusto Fava-Sanches; Xue Feng 001; et al. (NeuroImage, 2021)

A multi-sequences MRI deep framework study applied to glioma classfication. - Matthieu Coupet; Thierry Urruty; Teerapong Leelanupab; Mathieu Naudin; Pascal Bourdon; Christine Fernandez-Maloigne; Rémy Guillevin (Multim. Tools Appl., 2022)

Interactive and light approach for near duplicate retrieval in multiple contexts. - Samuel Lozachmeur; Thierry Urruty; Philippe Carré (IPTA, 2023)

Deep anonymization of medical imaging. - Lobna Fezai; Thierry Urruty; Pascal Bourdon; Christine Fernandez-Maloigne (Multim. Tools Appl., 2023)

Long-term cognitive decline prediction based on multi-modal data using Multimodal3DSiameseNet: transfer learning from Alzheimer's disease to Parkinson's disease. - Cecilia Ostertag; Muriel Visani; Thierry Urruty; Marie Beurton-Aimar (Int. J. Comput. Assist. Radiol. Surg., 2023)

Neural architecture search with interpretable meta-features and fast predictors. - Gean Trindade Pereira; Iury Batista de Andrade Santos; Luís Paulo F. Garcia; Thierry Urruty; Muriel Visani; André C. P. L. F. de Carvalho (Inf. Sci., 2023)

Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver. - Solène Vilfroy; Lionel Bombrun; Thierry Urruty; Florence de Grancey; Jean-Philippe Lebrat; Philippe Carré (Mach. Learn., 2024)

Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge. - Iris N. Vos; Ynte M. Ruigrok; Edwin Bennink; Mireille R. E. Velthuis; Barbara Paic; Maud E. H. Ophelders; Myrthe A. D. Buser; Bas H. M. van der Velden; Chen Geng 002; Matthieu Coupet; Félix Dumais; Adrian Galdran; et al. (Medical Image Anal., 2025)