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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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A Fast Trilateral Filter based Adaptive Support Weight Method for Stereo MatchingIEEE Transactions on Circuits and Systems for Video Technology, 2014, 99, PP, pp.1-14. ⟨10.1109/TCSVT.2014.2361422⟩
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3D Deformable Super-Resolution For Multi-Camera 3D Face ScanningInternational Journal of Mathematical Imaging and Vision(JMIV), 2012, pp.124-137. ⟨10.1007/s10851-012-0399-y⟩
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3-D Face Recognition Using eLBP-Based Facial Descriptionand Local Feature Hybrid MatchingIEEE Transactions on Information Forensics and Security, 2012, 5, 7, pp.1551-1565. ⟨10.1109/TIFS.2012.2206807⟩
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Local Binary Patterns and Its Application to Facial Image Analysis: A SurveyIEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 2011, 4, 41, pp.1-17. ⟨10.1109/TSMCC.2011.2118750⟩
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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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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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A Novel Trilateral Filter based Adaptive Support Weight Method for Stereo MatchingBritish Machine Vision Conference (BMVC), Sep 2013, Bristol, UK, United Kingdom
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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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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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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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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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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⟩
Communication dans un congrès
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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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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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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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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
Communication dans un congrès
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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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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⟩
Communication dans un congrès
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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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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
Communication dans un congrès
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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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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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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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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
Communication dans un congrès
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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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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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Conformal mapping-based 3D face recognition3DPVT 2010 - Fifth International Symposium on 3D Data Processing, Visualization and Transmission, May 2010, Paris, France. pp.1-8
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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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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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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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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⟩
Communication dans un congrès
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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
Communication dans un congrès
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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
Communication dans un congrès
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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⟩
Communication dans un congrès
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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⟩
Communication dans un congrès
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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 Modelling Based on Structured-light Assisted Stereo SensorImage Analysis and Processing ICIAP 2005, Sep 2005, Cagliari, Italy. pp.842-849, ⟨10.1007/11553595_103⟩
Communication dans un congrès
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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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3D Face recognition by ICP-based shape matchingThe second International Conference on Machine Intelligence (ACIDCA-ICMI'2005), Nov 2005, Tozeur, Tunisia
Communication dans un congrès
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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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Biométrie Faciale 3D – Acquisition Résistante aux Leurres et ReconnaissanceWorkshop Interdisciplinaire sur la Sécurité Globale (WISG), Jan 2010, Troyes, France. 2010
Poster de conférence
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Biométrie faciale 3D ‐ Acquisition, prétraitement et reconnaissanceWISG'09 - Workshop Interdisciplinaire sur la Sécurité Globale 2009, Jan 2009, Troyes, France. 2009
Poster de conférence
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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
Chapitre d'ouvrage
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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⟩
Chapitre d'ouvrage
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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
Chapitre d'ouvrage
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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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Real-time license plate localization based on a new scale and rotation invariant texture descriptor2008
Pré-publication, Document de travail
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