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Liming Chen
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Documents
Identifiants chercheurs
- liming-chen
- Google Scholar : https://scholar.google.fr/citations?hl=fr&user=VOPW5YYAAAAJ
- IdRef : 067400175
Présentation
[Prof. Liming Chen] is a distinguished Professor at the Department of Mathematics and Computer Science, Ecole Centrale de Lyon, University of Lyon, France, and a senior member of the Institut Universitaire de France (IUF) through the chair of innovation since October 2022. He received his BSc in Mathematics and Computer Science from the University of Nantes in 1984, his MSc and PhD in computer science from the University Pierre and Marie Curie Paris 6 in 1986 and 1989 respectively. He was an associate professor at the Université de Technologie de Compiègne before he joined Ecole Centrale de Lyon as Professor in 1998. He served as the Chief Scientific Officer in the Paris-based company Avivias from 2001 to 2003, and the scientific multimedia expert in France Telecom R&D China in 2005. He was the head of the Department of Mathematics and Computer science from 2007 through 2016. His current research interests include computer vision, machine learning, and multimedia with a particular focus on robot vision and learning since 2016. Liming has over 300 publications and successfully supervised over 40 PhD students. He has been a grant holder for a number of research grants from EU FP program, French research funding bodies and local government departments. Liming has so far guest-edited 5 journal special issues. He is an associate editor for Eurasip Journal on Image and Video Processing, area editor for Computer Vision and Image Understanding and a senior IEEE member.
From 2007 to 2016, Liming was Director of the Mathematics-Computer Science Department (DMI), one of the five departments at Ecole Centrale de Lyon, a mandate renewed once in July 2013. DMI includes two teaching teams and hosts two laboratory structures, ICJ in mathematics and Liris in computer science, both UMR CNRS and multi-site. According to the internal rules of the ECL, the department director leads a permanent mission of coordination between his various teaching teams and research units. He also has hierarchical regulatory authority in terms of the safety of people, property and premises which contribute, in whole or in part, to the mission of the Department.
Liming was also one of the eight founding professors of Liris, which brings together the computer science research forces of UCB, INSA Lyon, Lyon 2 University and represents more than 300 members today, including more than 150 faculty. Since the creation of Liris in 2003, Liming was continuously responsible for the LIRIS site at the Ecole Centrale de Lyon from 2003 to 2016. From 2004 to 2005, he was responsible for one of the four axes of research, image and video, from Liris. The axis was then composed of 15 permanent staff including 4 professors, 1 CNRS researcher and 19 doctoral students.Liming was a member of the laboratory council from 2003 to 2006 then again to the laboratory council from June 2011 to May 2015 for 4 years. As head of the ECL site, Liming also participated in the work of the Extended Management Committee of the laboratory (CDE) and the scientific council which notably included the laboratory director, his deputy directors as well as the site managers.
Since his arrival at the Ecole Centrale de Lyon in September 1998, Liming have founded and led a research group focused on the theme "Computer vision, machine learning & multimedia" whose ultimate objective is to develop theories, algorithms and techniques to provide machines with intelligence to understand scene images and multimedia data. The areas of interest are mainly in the recognition of visual objects and high-level concepts in images, facial biometrics as well as emotional calculation for the understanding of emotion. A turning point has been taken since 2016 towards robotics as the privileged field of our work.
Some other highlights of his career. Liming was an elected member of the UTC board of directors from 1993 to 1997. In 2001, he was the founder of the company Avivias, then based in Paris, specializing in the management of audiovisual assets. Liming was the scientific advisor of the company until September 2003. In 2005, Liming was multimedia scientific expert of France Telecom R&D China. He is a senior IEEE member (7% of 431,000 IEEE members), member elected in September 2014, then re-elected from December 2018 for 4 years on the Board of the French association for the recognition and interpretation of forms (AFRIF ), and associate editor of the Eurasip Journal on Image and Video Processing. He is also area chair of the journal Computer Vision and Image Understanding (CVIU) since May 2021. He is a senior member of the Institut Universitaire de France (IUF) since October 1, 2022. Liming was awarded the 2022 applied research prize by the Federation of Electrical, Electronic and Communication Industries (FIEEC) and BPI France.
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Look Beyond Bias with Entropic Adversarial Data AugmentationInternational Conference on Pattern Recognition (ICPR) 2022, Aug 2022, Montréal, Canada. ⟨10.1109/ICPR56361.2022.9956389⟩
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Data Fusion for Deep Learning on Transport Mode Detection: A Case Study22nd Conference on Engineering Applications of Neural Networks, Sep 2021, Online, Greece. ⟨10.1007/978-3-030-80568-5_12⟩
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Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain GeneralizationICCV - Workshop on Adversarial Robustness In the Real World 2021, Oct 2021, Virtual, France
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panda-gym: Open-source goal-conditioned environments for robotic learning4th Robot Learning Workshop: Self-Supervised and Lifelong Learning @NeurIPS 2021, Dec 2021, Online, Unknown Region
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Scoring Graspability based on Grasp Regression for Better Grasp PredictionIEEE International Conference on Robotics and Automation (ICRA), May 2021, Xi'an (China), China. ⟨10.1109/ICRA48506.2021.9561198⟩
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Indexation et recherche d'images multimodales dans le projet ALEGORIA : méthodes et outils pour croiser les sources iconographiques de la ReconstructionLes archives iconographiques et audiovisuelles de la Reconstruction en France, de 1940 aux années 1960, Pierrefitte-sur-Seine, Archives nationales, Apr 2021, Pierrefitte-Archives nationales, France. ⟨10.4000/books.pan.3889⟩
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Learning embeddings for cross-time geographic areas represented as graphsSAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Mar 2021, Virtual Event Republic of Korea, South Korea. pp.559-568, ⟨10.1145/3412841.3441936⟩
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When Neural Networks Using Different Sensors Create Similar FeaturesEAI MobiCase 2021, Nov 2021, Online, China
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Cross-year multi-modal image retrieval using siamese networksICIP 2020 – 27th IEEE International Conference on Image Processing, Oct 2020, Abou Dhabi, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9190662⟩
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Pixel Sampling for Style Preserving Face Pose Editing2020 IEEE International Joint Conference on Biometrics (IJCB), Sep 2020, Houston, United States. pp.1-10, ⟨10.1109/IJCB48548.2020.9304867⟩
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Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds ReductionIEEE International Conference on Developmental Robotics and Learning and Epigenetic Robotics 2020 (IEEE ICDL-Epirob 2020), Oct 2020, Valparaiso, Chile. ⟨10.1109/ICDL-EpiRob48136.2020.9278071⟩
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Recherche multimodale d'images aériennes multi-date à l'aide d'un réseau siamoisConférence française en Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2020), https://cap-rfiap2020.sciencesconf.org/, Jun 2020, Vannes, France
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Challenging deep image descriptors for retrieval in heterogeneous iconographic collectionsProceedings of the 1st workshop on Structuring and Understanding of Multimedia heritAge Contents (SUMAC'19 Workshop @ ACM Multimedia 2019), Oct 2019, Nice, France. ⟨10.1145/3347317.3357246⟩
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Image-Based Text Classification using 2D Convolutional Neural Networks2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI), Aug 2019, Leicester, United Kingdom. pp.144-149, ⟨10.1109/SmartWorld-UIC-ATC-SCALCOM-IOP-SCI.2019.00066⟩
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Toward a Procedural Fruit Tree Rendering Framework for Image Analysis7th International Workshop on Image Analysis Methods in the Plant Sciences, Jul 2019, Lyon, France. pp.4 - 5
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Jacquard: A Large Scale Dataset for Robotic Grasp DetectionIEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2018, Madrid, Spain
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A Deep Learning Approach for Privacy Preservation in Assisted Living2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Mar 2018, Athens, Greece. pp.710-715, ⟨10.1109/PERCOMW.2018.8480247⟩
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Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer LearningIEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), Sep 2018, Tokyo, Japan
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Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations2018 ACM Multimedia Conference, Oct 2018, Seoul, South Korea. pp.229-238
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JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), May 2018, Xi'an, France. pp.723-730, ⟨10.1109/FG.2018.00114⟩
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Object segmentation in depth maps with one user click and a synthetically trained fully convolutional networkHFR - 10th International Workshop on Human-Friendy Robotics, Nov 2017, Napoli, Italy. pp.207-221, ⟨10.1007/978-3-319-89327-3_16⟩
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Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge TransferThe IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Jun 2016, Las Vegas, NV, United States. pp.2119 - 2128, ⟨10.1109/CVPR.2016.233⟩
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A Novel Geometric Facial Representation based on Multi-Scale Extended Local Binary PatternsIEEE International Conference on Automatic Face and Gesture Recognition (FG), Mar 2016, Santa Barbara, CA, United States. pp.1-7, ⟨10.1109/FG.2011.5771323⟩
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Continuous Arousal Self-assessments Validation Using Real-time Physiological ResponsesInternational Workshop on Affect and Sentiment in Multimedia (ASM), Oct 2015, Brisbane, Australia. ⟨10.1145/2813524.2813527⟩
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The MediaEval 2015 Affective Impact of Movies TaskMediaEval 2015 Workshop, Sep 2015, Wurzen, Germany
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IRIM at TRECVID 2015: Semantic IndexingProceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States
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Deep Learning vs. Kernel Methods: Performance for Emotion Prediction in VideosAffective Computing and Intelligent Interaction (ACII), Sep 2015, Xi'an, China
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A Protocol for Cross-Validating Large Crowdsourced Data: The Case of the LIRIS-ACCEDE Affective Video DatasetCrowdMM '14 Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, Nov 2014, Orlando, United States. pp.3-8, ⟨10.1145/2660114.2660115⟩
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3D assisted face recognition via progressive pose estimationIEEE International Conference on Image Processing (ICIP) 2014, Oct 2014, Paris, France. pp.728-732, ⟨10.1109/ICIP.2014.7025146⟩
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IRIM at TRECVID 2014: Semantic Indexing and Instance SearchProceedings of TRECVID, Nov 2014, Orlando, United States
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Learning visual categories through a sparse representation classifier based cross-category knowledge transfer2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.165-169, ⟨10.1109/ICIP.2014.7025032⟩
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3D-aided face recognition robust to expression and pose variations27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014, Columbus, Ohio, United States. pp.1-8
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3D-Aided Face Recognition from Videos 2014 5th IEEE European Workshop on Visual Information Processing (EUVIP), Dec 2014, Paris, France. pp.1-6
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From crowdsourced rankings to affective ratings2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), Jul 2014, Chengdu, China. pp.1-6, ⟨10.1109/ICMEW.2014.6890568⟩
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A Coarse-to-Fine Approach to Robust 3D Facial Landmarking via Curvature Analysis and Active Normal ModelInternational Joint Conference on Biometrics (IJCB), Sep 2014, Clearwater, Florida, United States. pp.1-8
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SPARSE MUSIC DECOMPOSITION ONTO A MIDI DICTIONARY DRIVEN BY STATISTICAL MUSIC KNOWLEDGEInternational Society for Music Information Retrieval Conference (ISMIR), Nov 2013, Curitiba, Brazil. pp.445-450
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Applications of 3D morphable models for faces with expressionsCOmpression et REprésentation des Signaux Audiovisuels, Nov 2013, Le Creusot, France. pp.1-6
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A Large Video Database for Computational Models of Induced Emotion2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2013, Geneva, Switzerland. pp.13-18, ⟨10.1109/ACII.2013.9⟩
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Sparse Coding and Mid-Level Superpixel-Feature for l0-Graph Based Unsupervised Image SegmentationComputer Analysis of Images and Patterns, 2013, United Kingdom. pp.160-168, ⟨10.1007/978-3-642-40246-3_20⟩
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Benchmarking asymmetric 3D-2D face recognition systemsAutomatic Face and Gesture Recognition (FG), 2013 10th IEEE International Conference and Workshops on Biometrics Compendium, IEEE, Apr 2013, Shanghai, China. pp.1-8, ⟨10.1109/FG.2013.6553819⟩
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Learning-based driving events classification2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2013), Oct 2013, The Hague, France. pp.1778-1783, ⟨10.1109/ITSC.2013.6728486⟩
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A graph-cut approach to image segmentation using an affinity graph based on l0−sparse representation of featuresIEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.4019-4023
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Fully Automatic 3D Facial Expression Recognition using Differential Mean Curvature Maps and Histograms of Oriented GradientsWorkshop 3D Face Biometrics, IEEE Automatic Facial and Gesture Recognition, Apr 2013, Shanghai, China. pp.1
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Visual Concept Detection and Annotation via Multiple Kernel Learning of multiple modelsThe International Conference on Image Analysis and Processing (ICIAP 2013), Sep 2013, Naples, Italy. pp.581-590, ⟨10.1007/978-3-642-41184-7_59⟩
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Sampled Multi-scale Color Local Binary Patterns8th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2013), Feb 2013, Barcelona, Spain. pp.303-308
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HSOG: A Novel Local Descriptor based on Histograms of Second Order Gradients for Object CategorizationACM International Conference on Multimedia Retrieval (ICMR), Apr 2013, Dallas, United States. pp.199-206, ⟨10.1145/2461466.2461500⟩
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An improved non-local cost aggregation method for stereo matching based on color and boundary cueIEEE International Conference on Multimedia and Expo (ICME), Jul 2013, San Jose, California, USA, United States
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IRIM at TRECVID 2013: Semantic Indexing and Instance SearchProc. TRECVID Workshop, 2013, Gaithersburg, MD, United States
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Encoding Local Binary Descriptors by Bag-of-Features with Hamming Distance for Visual Object CategorizationAdvances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Mar 2013, Moscow, Russia. pp.630-641
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Fusion d'Experts pour une Biométrie Faciale 3D Robuste aux DéformationsRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3
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Music sparse decomposition onto a MIDI dictionary of musical words and its application to music mood classificationInternational Workshop on Content-Based Multimedia Indexing (CBMI) , Jun 2012, Annecy, France. pp.1-6, ⟨10.1109/CBMI.2012.6269798⟩
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Semantic Bag-of-Words Models for Visual Concept Detection and Annotation8th International Conference on SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012), Nov 2012, Sorrento-Naples, Italy. pp.289-295
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3D face recognition: A robust multi-matcher approach to data degradations5th IAPR International Conference on Biometrics, 2012., Mar 2012, New Delhi, India. pp.103 - 110
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Accelerated Dictionary Learning with GPU/Multicore CPU and its Application to Music ClassificationInternational Conference on Signal Processing (ICSP), Oct 2012, Beijing, China. pp.1188-1193, ⟨10.1109/ICoSP.2012.6491789⟩
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Nose tip localization on 2.5D facial models using differential geometry based point signatures and SVM classifierBIOSIG, Sep 2012, Darmstadt, Germany. pp.1-12
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Oriented Gradient Maps based automatic asymmetric 3D-2D face recognitionICB - International Conference on Biometrics, Mar 2012, New Delhi, India. pp.125-131, ⟨10.1109/ICB.2012.6199769⟩
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A Selective Weighted Late Fusion for Visual Concept RecognitionECCV 2012 Workshop on Information Fusion in Computer Vision for Concept Recognition, Oct 2012, Florence, Italy. pp.426-435, ⟨10.1007/978-3-642-33885-4_43⟩
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hal-01353059v1
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Hand vein recognition based on oriented gradient maps and local feature matchingThe 11th Asian Conference on Computer Vision (ACCV2012), Nov 2012, The Daejeon Convention Center in Daejeon, South Korea. pp.430-444, ⟨10.1007/978-3-642-37447-0_33⟩
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IRIM at TRECVID 2012: Semantic Indexing and Instance SearchTRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p
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Visual object recognition using daisy descriptorIEEE International Conference on Multimedia and Expo (ICME), Jul 2011, Barcelona, Spain. pp.1-6, ⟨10.1109/ICME.2011.6011957⟩
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Textured 3D Face Recognition using Biological Vision-based Facial Representation and Optimized Weighted Sum FusionIEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Biometrics, Jun 2011, Colorado Springs, USA, United States. pp.1-8, ⟨10.1109/CVPRW.2011.5981672⟩
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hal-01354413v1
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Associating textual features with visual ones to improve affective image classificationInternational Conference on Affective Computing and Intelligent Interaction (ACII2011), Oct 2011, Memphis, TN, United States. pp.195-204, ⟨10.1007/978-3-642-24600-5_23⟩
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hal-01354456v1
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Modèle de fusion de classifieurs basé sur le recuit simulé et son application à la vérification de visages en 3DTAIMA'2011, septième édition des ateliers de travail sur le traitement et l'analyse de l’information, Oct 2011, Hammamet, Tunisie
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hal-01354466v1
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Une approche de super-résolution spatio-temporelle pour l'acquisition 3D de visagesTAIMA'2011, septième édition des ateliers de travail sur le traitement et l'analyse de l'information, Oct 2011, Hammamet, Tunisie
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3D Facial Expression Recognition Based on Histograms of Surface Differential QuantitiesADVANCES CONCEPTS FOR INTELLIGENT VISION SYSTEMS (ACIVS),Lecture Notes in Computer Science, Aug 2011, Belgium, Belgium. pp.483-494, ⟨10.1007/978-3-642-23687-7_44⟩
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Multi-Camera 3D Scanning with a Non-rigid and Space-Time Depth Super-Resolution capabilityCAIP'2011, IAPR International Conference on Computer Analysis of Images and Patterns, Aug 2011, Seville, Spain. pp.220-228, ⟨10.1007/978-3-642-23678-5_25⟩
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hal-01354500v1
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A Space-Time Depth Super-Resolution Scheme For 3D Face ScanningACIVS'2011, IEEE Advanced Concepts for Intelligent Vision Systems Conference, Aug 2011, Het Pand, Ghent, Belgium. pp.658-668, ⟨10.1007/978-3-642-23687-7_59⟩
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hal-01354499v1
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Learning weighted sparse representation of encoded facial normal information for expression-robust 3D face recognition2011 International Joint Conference on Biometrics (IJCB), , Oct 2011, Washington, DC, United States. pp.1-7, ⟨10.1109/IJCB.2011.6117555⟩
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Evaluation of Features and Combination Approaches for the Classification of Emotional Semantics in ImagesInternational Conference on Computer Vision, Theory and Applications (VISAPP), Mar 2011, Vilamoura, Algarve, Portugal. pp.352-357
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3D Face Recognition based on Local Shape Patterns and Sparse Representation ClassifierInternational Conference on MultiMedia Modeling (MMM), Jan 2011, Taipei, Taiwan. pp.206-216, ⟨10.1007/978-3-642-17832-0_20⟩
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A mixture of gated experts optimized using simulated annealing for 3D face recognitionIEEE International Conference on Image Processing (ICIP), Sep 2011, Brussels, Belgium. pp.3037-3040, ⟨10.1109/ICIP.2011.6116304⟩
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Building a Statistical AU Space for Facial Expression Recognition in 3DInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), Dec 2011, Noosa, Queensland, Australia. pp.406-409, ⟨10.1109/DICTA.2011.75⟩
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Reconstructive and Discriminative Sparse Representation for Visual Object CategorizationBritish Machine Vision Conference (BMVC2011), Aug 2011, Dundee, United Kingdom. pp.39.1-39.12, ⟨10.5244/C.25.39⟩
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Expression robust 3D face recognition via mesh-based histograms of multiple order surface differential quantities18th IEEE International Conference on Image Processing,(ICIP), Sep 2011, Brussels, Belgium. pp.3053-3056 ⟨10.1109/ICIP.2011.6116308⟩
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Pattern-based Face Localization and Online Projector Parameterization for Multi-Camera 3D ScanningInternational Conference on 3D Body Scanning Technologies, Oct 2011, Lugano, Switzerland
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Multimodal Search for Graphic DesignersIVAPP'2011 : International Conference on Information Visualization Theory and Applications, 2011, Algarve, Portugal. pp.x-x
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Adaptive Feature and Score Level Fusion Strategy using Genetic AlgorithmsInternational Conference on Pattern recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.4316-4319
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Classification multilingue et multimédia pour la recherche d'images dans le projet OMNIARISE'2010: second atelier Recherche d'Information SEmantique associé à la conférence (INFORSID), May 2010, Marseille, France
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Classification of affective semantics in images based on discrete and dimensional models of emotionsInternational Workshop on Content-Based Multimedia Indexing (CBMI), Jun 2010, Grenoble, France. pp.99-104, ⟨10.1109/CBMI.2010.5529906⟩
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Is it a face ? How to find and validate a face on 3D scansCOmpression et REprésentation des Signaux Audiovisuels, Oct 2010, Lyon, France. pp.1-6
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Unifying Approach for Fast License Plate Localization and Super-Resolution20th International Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.376-379, ⟨10.1109/ICPR.2010.100⟩
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Multi-scale Color Local Binary Patterns for Visual Object Classes RecognitionInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3065-3068, ⟨10.1109/ICPR.2010.751⟩
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Visual Object Recognition using Local Binary Patterns and Segment-based FeatureInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Jul 2010, Paris, France. pp.426-431, ⟨10.1109/IPTA.2010.5586753⟩
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Bayesian GOETHE TrackingInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.2077-2080, ⟨10.1109/ICPR.2010.511⟩
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Conformal mapping-based 3D face recognition3DPVT 2010 - Fifth International Symposium on 3D Data Processing, Visualization and Transmission, May 2010, Paris, France. pp.1-8
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Partial face biometry using shape decomposition on 2D conformal maps of facesInternational Conference on Pattern Recognition , Aug 2010, Istanbul, Turkey, Turkey. pp.1-4, ⟨10.1109/ICPR.2010.372⟩
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Reconnaissance de la sémantique émotionnelle portée par les images basée sur la théorie de l’évidenceCOmpression et REprésentation des Signaux Audiovisuels (CORESA), Oct 2010, Lyon, France. pp.231-237
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AU Recognition on 3D Faces Based On An Extended Statistical Facial Feature ModelIEEE Fourth International Conference on Biometrics: Theory, Applications and Systems (BTAS), Sep 2010, Washington, DC, United States. pp.1-6, ⟨10.1109/BTAS.2010.5634484⟩
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Comparison of 2D/3D Features and Their Adaptive Score Level Fusion for 3D Face Recognition3D Data Processing, Visualization and Transmission (3DPVT), May 2010, Paris, France. pp.1-8
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Automatic Asymmetric 3D-2D Face RecognitionInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.1225-1228, ⟨10.1109/ICPR.2010.305⟩
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Image Modeling Using Statistical Measures for Visual Object CategorizationInternational Conference on Image Processing Theory, Tools and Applications (IPTA), Jul 2010, Paris, France. pp.319-324, ⟨10.1109/IPTA.2010.5586750⟩
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Automatic 3D Facial Expression Recognition based on a Bayesian Belief Net and a Statistical Facial Feature ModelInternational Conference on Pattern Recognition (ICPR), Aug 2010, Istanbul, Turkey. pp.3724-3727, ⟨10.1109/ICPR.2010.907⟩
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Optimal fusion scheme selection framework based on genetic algorithms for multimodal face recognitionCompression et Representation des signaux audiovisuals (CORESA), , Oct 2010, Lyon, France. pp.105-110
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3D Face Recognition using Distinctiveness Enhanced Facial Representations and Local Feature Hybrid MatchingInternational Conference on Biometrics: Theory, Applications and Systems (BTAS), Sep 2010, Washington D.C., USA United States. pp.1-7, ⟨10.1109/BTAS.2010.5634497⟩
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A coarse-to-fine curvature analysis-based rotation invariant 3D face landmarkingInternational Conference on Biometrics: Theory, Applications and Systems, Sep 2009, Washington, United States. pp.1-6, ⟨10.1109/BTAS.2009.5339052⟩
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A People Counting System based on Face Detection and Tracking in a Video6th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Sep 2009, Genova Italy. pp.67-72, ⟨10.1109/AVSS.2009.45⟩
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Pattern Analysis for an Automatic and Low-cost 3D Face Acquisition TechniqueIEEE International Advanced Concepts for Intelligent Vision Systems, Sep 2009, Bordeaux, France. pp.300-308, ⟨10.1007/978-3-642-04697-1_28⟩
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Robust Car License Plate Localization using a Novel Texture Descriptor6th IEEE International Conference On Advanced Video and Signal Based Surveillance (AVSS), Sep 2009, Genoa, Italy. pp.523-528, ⟨10.1109/AVSS.2009.22⟩
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Une approche multimodale pour la reconnaissance du visage inspirée d’une méthodologie anthropométriqueTRAITEMENT ET ANALYSE DE L'INFORMATION : Méthodes et Applications, TAIMA'09, May 2009, Hammamet, Tunisie. pp.6
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A 3D statistical facial feature model and its application on locating facial landmarksAdvanced Concepts for Intelligent Vision Systems (ACIVS 2009), Sep 2009, Mercure Chateau Chartrons, Bordeaux, France. pp.686-697, ⟨10.1007/978-3-642-04697-1⟩
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Multiple Face Tracking for People CountingCORESA, Mar 2009, Toulouse, France. pp.192-196
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3D Face Recognition Using R-ICP and Geodesic Coupled ApproachAdvances in Multimedia Modeling, 15th International Multimedia Modeling Conference, Jan 2009, Sophia-Antipolis, France. pp.390-400, ⟨10.1007/978-3-540-92892-8_40⟩
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Asymmetric 3D/2D Face Recognition Based on LBP Facial Representation and Canonical Correlation AnalysisIEEE International Conference on Image Processing (ICIP), Nov 2009, Cairo, Egypt. pp.3325-3328, ⟨10.1109/ICIP.2009.5413901⟩
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Visual Object Categorization via Sparse RepresentationInternational Conference on Image and Graphics (ICIG), Sep 2009, Xi'an, China. pp.943-948, ⟨10.1109/ICIG.2009.100⟩
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Image Categorization Using ESFS: A New Embedded Feature Selection Method Based on SFSAdvanced Concepts for Intelligent Vision Systems (ACIVS), Sep 2009, Bordeaux, France. pp.288-299, ⟨10.1007/978-3-642-04697-1_27⟩
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Precise 2.5D Facial Landmarking via an Analysis by Synthesis approach2009 IEEE Workshop on Applications of Computer Vision (WACV 2009) , Sep 2009, Snowbird, Utah, United States. pp.1-7, ⟨10.1109/WACV.2009.5403102⟩
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Recognition of emotions in speech by a hierarchical approachInternational Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2009, Amsterdam, The Netherlands, Netherlands. pp.312-319, ⟨10.1109/ACII.2009.5349587⟩
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The IV2 Multimodal Biometric Database (Including Iris, 2D, 3D, Stereoscopic and Talking Face Data) and the IV2-2007 Evaluation Campaign2nd IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS 2008), Sep 2008, Crystal City, Washington DC, United States. (elec. proc), ⟨10.1109/BTAS.2008.4699323⟩
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Ambiguous classification of emotional speech6th international conference on Language Resources and Evaluation, LREC 2008, May 2008, Marrakech, Morocco
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Region based Visual Object Categorization using Segment Features and Polynomial ModelingJoint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR), Dec 2008, Orlando, United States. pp.277-286, ⟨10.1007/978-3-540-89689-0_32⟩
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Coarse Adaptive Color Image Segmentation for Visual Object Classification15th International Conference on Systems, Signals and Image Processing, Jun 2008, Bratislava, Slovakia. pp.1-4
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What is the Best Segment Duration for Music Mood Analysis ?International Workshop on Content-Based Multimedia Indexing, CBMI 2008, Jun 2008, Londres, United Kingdom. pp.17-24, ⟨10.1109/CBMI.2008.4564922⟩
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hal-01589835v1
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Toward a Region-Based 3D Face Recognition Approachthe 2008 IEEE International Conference on Multimedia and Expo, ICME 2008, Jun 2008, Hannover, Germany. pp.101-104, ⟨10.1109/ICME.2008.4607381⟩
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3D face recognition evaluation on expressive faces using the IV2 databaseACIVS 2008 : Advanced Concepts for Intelligent Vision Systems, Oct 2008, Juan-Les-Pins, France. pp.1050 - 1061
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Color Quantization For Image Processing Using Self Informationinternational Conference on Information Communications and Signal Processing (ICICS), Dec 2007, Singapore, Singapore. pp.1-5
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hal-01502228v1
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Automatic Hierarchical Classification of Emotional Speech9th International Symposium on Multimedia Workshops, ISMW 2007, Dec 2007, Taichung, Taiwan, Taiwan. pp.291-296, ⟨10.1109/ISM.Workshops.2007.56⟩
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R-ICP: une nouvelle approche d'appariement 3D orientée régions pour la reconnaissance facialeTAIMA'2007, cinquième édition des ateliers de travail sur le traitement et l'analyse de l'information, May 2007, Hammamet, Tunisie. pp.33-40
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New Experiments on ICP-Based 3D Face Recognition and Authentication18th International Conference on Pattern Recognition, ICPR 2006, Aug 2006, Hong Kong, China. ⟨10.1109/ICPR.2006.855⟩
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Two-stage Classification of Emotional SpeechInternational Conference on Digital Telecommunications, ICDT'06, Aug 2006, Cap Esterel, France. pp.32-37, ⟨10.1109/ICDT.2006.76⟩
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Use of Continuous Wavelet-like Transform in Automated Music Transcription14th European Signal Processing Conference, EUSIPCO06, Sep 2006, Florence, Italy
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Enhancing 3D Face Recognition By Mimics Segmentation6th International Conference on Intelligent Systems Design and Applications, ISDA'06, Oct 2006, Jinan, China. ⟨10.1109/ISDA.2006.24⟩
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3D Face Recognition using ICP and Geodesic Computation Coupled ApproachThe IEEE/ACM International Conference On Signal-Image Technology & Ineternet–Based Systems, SITIS'2006, Dec 2006, Hammamet, Tunisia
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An Improved 3D Human Face Reconstruction Approach Based on Cubic Splines Models3rd International Symposium on 3D Data Processing, Visualization and Transmission, Jun 2006, Chapel Hill, United States. pp.279-286, ⟨10.1109/3DPVT.2006.28⟩
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A Robust and Efficient Algorithm for Eye Detection on Gray Intensity Face3rd International Conference on Advances in Pattern Recognition, ICAPR 2005, Aug 2005, Bath, United Kingdom. pp.302-308, ⟨10.1007/11552499_34⟩
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3D Face Modelling Based on Structured-light Assisted Stereo SensorImage Analysis and Processing ICIAP 2005, Sep 2005, Cagliari, Italy. pp.842-849, ⟨10.1007/11553595_103⟩
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Zipf, Neural Networks and SVM for Musical Genre Classification5th International Symposium on Signal Processing and Information Technology, ISSPIT 2005, Dec 2005, Athènes, Greece. pp.57-62, ⟨10.1109/ISSPIT.2005.1577070⟩
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3D Face recognition by ICP-based shape matchingThe second International Conference on Machine Intelligence (ACIDCA-ICMI'2005), Nov 2005, Tozeur, Tunisia
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Acquisition 3D de visages par vision active : une solution de bout en boutCORESA 2005, Nov 2005, Rennes, France
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hal-01589280v1
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Features Extraction And Selection In Emotional SpeechInternational Conference on Advanced Video and Signal based Surveillance, AVSS 2005, Sep 2005, Como, Italy. pp.411-416, ⟨10.1109/AVSS.2005.1577304⟩
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Event driven content structure analysis of tennis video6th International Workshop on Image analysis for multimedia interactive services, WIAMIS'05, Apr 2005, Montreux, Switzerland
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Hough Transform Based Cityscape Classifier6th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Apr 2005, Montreux, Switzerland
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Efficient and low-cost 2.5D and 3D face photography for recognitionIEEE International Conference on Signal-Image Technology and Internet–Based Systems, SITIS'05, Nov 2005, Yaoundé, Cameroon
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A Novel Scheme of Face Verification using Active Appearance ModelsIEEE Conference on Advanced Video and Signal based Surveillance, AVSS 2005, Sep 2005, Como, Italy. pp.247-252, ⟨10.1109/AVSS.2005.1577275⟩
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Video Summarization Based on User-defined Constraints and PreferencesRIAO '04 Coupling approaches, coupling media and coupling languages for information retrieval , Apr 2004, Vaucluse, France. pp.18-24
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The ECL color based Image Search Engine and its integration in RNTL Muse Project2nd International Conference on Intelligent Access of Multimedia Documents on Internet, MediaNet'2004, Nov 2004, Tozeur, Tunisia. pp.67-78
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Semi-automatic Face Segmentation for Face Detection in Video2nd International Conference on Intelligent Access of Multimedia Documents on Internet, MediaNet'2004, Nov 2004, Tozeur, Tunisia. pp.107-118
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Classification automatique d'imagesExtraction et gestion des connaissances (EGC'2004), Jan 2004, Clermont-Ferrand, France. pp.278-278
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Mixture of experts for audio classification: an application to male female classification and musical genre recognitionInternational Conference on Multimedia and Expo, ICME 2004, Jun 2004, Taipei, Taiwan. ⟨10.1109/ICME.2004.1394479⟩
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Histogram-Based Algorithm for Speaker Segments Regroupment in Audio Databases Indexing Applications7th International Conference of Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), RIAO'2004, Apr 2004, Avignon, France. pp.793-799
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Face Image Encription and Reconstruction for Smart Cards Using Fourrier-Melin Transform2nd International Conference on Intelligent Access of Multimedia Documents on Internet, MediaNet'2004, Nov 2004, Tozeur, Tunisia. pp.311-318
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Data-Mining Based Skin-Color Modeling Using the ECL Skin-Color Images Database4th International Conference on Computational Science, ICCS 2004, Jun 2004, Krakow, Poland. pp.310-317, ⟨10.1007/978-3-540-24685-5_39⟩
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Audio Documents Analysis And Indexing: Entropy And Dynamism Criteria7th International on Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), RIAO'2004, Apr 2004, Avignon, France. pp.809-818
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Combining Text and Image Analysis in The Web Filtering System "WEBGUARD"Sixth International Conference on Information Integration and Web-based Applications & Services (iiWAS'04), 2004, Jakarta, Indonesia. pp.685-695
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Automatically Structuring a Video into Audio Scenes and Audio Chapters5th International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2004, Apr 2004, Lisboa, Portugal. pp.00
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Adult Content Web Filtering and Face Detection Using Data-mining based Skin-color ModelIEEE International Conference on Multimedia and Expo, ICME'04, Jun 2004, Taipei, Taiwan. ⟨10.1109/ICME.2004.1394214⟩
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Recognition of Tennis Score Board and Advertisement2nd International Conference on Intelligent Access of Multimedia Documents on Internet, MediaNet'2004, Nov 2004, Tozeur, Tunisia. pp.119-126
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Highlights Detection in Sports Videos Based on Audio AnalysisThird International Workshop on Content-Based Multimedia Indexing, CBMI03, Sep 2003, Rennes, France. pp.1-7
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Billboard advertisement detection in sport TV7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, Jul 2003, Paris, France. ⟨10.1109/ISSPA.2003.1224759⟩
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CYNDI : un moteur d'indexation de la bande sonore par une segmentation sémantique et extraction de mots clésCOmpression et REprésentation des Signaux Audiovisuels (CORESA ) 2003, Jan 2003, Lyon, France. pp.1-6
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Détection des régions de couleur de peau dans l'imageconférence "Extraction et gestion des connaissances" (EGC'03), Jan 2003, Lyon, France. pp.219-231
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Experimental Evaluation of Tree Tessellation Algorithm v.10 on Images IndexingIAPR International Conference on Image and Signal Processing, ICISP'2003, Jun 2003, Agadir, Morocco. pp.112-118
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Automating the indexing of images using tree tessellation algorithm V.10Compression et Représentation des Signaux Audiovisuels, CORESA 2003, Jan 2003, Lyon, France
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Combining Text and Image Analysis in the Web Filtering System "WebGuard"IADIS International Conference WWW/Internet 2003, Nov 2003, Algarve, Portugal. pp.611-618
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A Query by Example Music Retrieval Algorithm4th European Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS'03, Apr 2003, Londres, United Kingdom. pp.122-128, ⟨10.1142/9789812704337_0023⟩
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Gender Identification Using A General Audio ClassifierInternational Conference on Multimedia & Expo, ICME 2003, Jul 2003, Baltimore, United States. ⟨10.1109/ICME.2003.1221721⟩
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Sound Recognition: a connectionist approachInternational Symposium on Signal Processing and its Applications, ISSPA 2003, Jul 2003, Paris, France. ⟨10.1109/ISSPA.2003.1224953⟩
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Data-mining based skin-color modeling and applicationsThird International Workshop on Content-Based Multimedia Indexing, CBMI'2003, Sep 2003, Rennes, France. pp.157-162
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Face Detection in Video Using Combined Data-mining and Histogram based Skin-color ModelThird International Symposium on Image and Signal Processing and Analysis, ISPA 2003, Sep 2003, Rome, Italy. ⟨10.1109/ISPA.2003.1296948⟩
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Robust Speech Music Discrimination Using Spectrum's First Order Statistics and Neural NetworksInternational Symposium on Signal Processing and its Applications, ISSPA 2003, Jul 2003, Paris, France. ⟨10.1109/ISSPA.2003.1224831⟩
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The ECL Skin-color Images from Video (SCIV) DatabaseIAPR International Conference on Image and Signal Processing, ICISP'2003, Jun 2003, Agadir, Morocco. pp.47-52
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WebGuard: Web-Based Adult Content Detection and Filtering SystemIEEE/WIC International Conference on Web Intelligence (WI'03), 2003, Halifax, Canada. pp.574-578, ⟨10.1109/WI.2003.1241271⟩
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Indexation d'images utilisant une segmentation par ensembles de niveauxExtraction et Gestion des Connaissances (EGC'02), 2002, Montpellier, France. pp.387-392
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A spatiotemporal approach for semantic video macro-segmentationEuropean Workshops on Content-Based Multimedia Indexing (CBMI'99), Oct 1999, Toulouse, France. pp.195--201
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LIRIS - Imagine at Image CLEF 2012 Photo Annotation TaskCLEF 2012 Conference, Sep 2012, Rome, Italy. pp.20-25, 2012
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LIRIS-Imagine at ImageCLEF 2011 Photo Annotation TaskCLEF 2011 Labs and Workshop, Sep 2011, Amsterdam, Netherlands. pp.89-95, 2011
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Biométrie Faciale 3D – Acquisition Résistante aux Leurres et ReconnaissanceWorkshop Interdisciplinaire sur la Sécurité Globale (WISG), Jan 2010, Troyes, France. 2010
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Biométrie faciale 3D ‐ Acquisition, prétraitement et reconnaissanceWISG'09 - Workshop Interdisciplinaire sur la Sécurité Globale 2009, Jan 2009, Troyes, France. 2009
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Continuous Wavelet-like Transform Based Music Similarity Features for Intelligent Music NavigationInternational Workshop on Content-Based Multimedia Indexing, CBMI '07, Jun 2007, Bordeaux, France. IEEE, 2007, ⟨10.1109/CBMI.2007.385407⟩
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Multimodal Data Fusion for Video Scene Segmentation8th International Conference on Advances in Visual Information Systems, Jul 2005, Amsterdam, Netherlands. Springer, pp.279-289, 2005, ⟨10.1007/11590064_25⟩
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Privacy-Enabled Smart Home Framework with Voice AssistantSmart Assisted Living, pp.321-339, 2020, 978-3-030-25589-3. ⟨10.1007/978-3-030-25590-9_16⟩
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A Selective Weighted Late Fusion for Visual Concept RecognitionB. Ionescu et al. Fusion in Computer Vision, Springer, pp.1-28, 2014, ⟨10.1007/978-3-319-05696-8_1⟩
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3D Face RecognitionAmine Nait-Ali, Regis Fournier. Signal and Image Processing for Biometrics, John Wiley & Sons, Inc., pp.89-116, 2012, 978-1-84821-385-2
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3D Aided Face Recognition across Pose VariationsBiometric Recognition, Springer, pp.58-66, 2012, ⟨10.1007/978-3-642-35136-5_8⟩
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Line Segment Based Edge Feature Using Hough transform Visualization, Imaging, and Image Processing (VIIP 2007), ACTA Press, pp.6, 2007, 978-0-88986-692-8
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3D Face Recognition using ICP and Geodesic Computation Coupled ApproachSignal Processing For Image Enhancement And Multimedia Processing, Springer, pp.141-151, 2007, ⟨10.1007/978-0-387-72500-0_13⟩
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A Data Mining Driven Approach for Web Classification and Filtering Based on Multimodal Content AnalysisBusiness Data Communications and Networking: A Research Perspective, Idea Group Inc., pp.20 - 54, 2007, ⟨10.4018/978-1-59904-274-9.ch002⟩
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Statistical Audio-Visual Data Fusion for Video Scene SegmentationPr. Yujin Zhang. Semantic-Based Visual Information Retrieval, Idea Group Inc., pp.68-89, 2007, ⟨10.4018/978-1-59904-370-8.ch004⟩
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The PCA Reconstruction Based Approach For Extending Facial Image Databases For Face Recognition SystemEnhanced Methods in Computer Security, Biometrics and Artificial Intelligence Systems, Springer, pp.215-227, 2005, 978-1-4020-7776-0. ⟨10.1007/0-387-23484-5_22⟩
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Indexation de la vidéo numériqueGestion des données multimédias, 22 (6), Eds Hermès, Collection IC2, pp.575-590, 2004, 2-7462-0824-5
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Automatic Video Scene Segmentation based on spatial-temporal Clues and RhythmsMohand-Saïd Hacid, Salima Hassas. Video Data, Hermes, pp.18-43, 2003
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Procédé d'établissement d'un score final de similarité entre des imagesFrance, N° de brevet: WO2012175391. 6233. 2012
Brevet
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[Data] Geographical Entities With Neighborhood Relationships2020, http://alegoria.ign.fr/en/GENR_dataset
Autre publication scientifique
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ESFS: A new embedded feature selection method based on SFS[Research Report] Ecole Centrale Lyon; Université de Lyon; LIRIS UMR 5205 CNRS/INSA de Lyon/Université Claude Bernard Lyon 1/Université Lumière Lyon 2/École Centrale de Lyon; Tsinghua University, Bejing, China. 2008
Rapport
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