Mohamed DAOUDI
Publications
Publications
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Sheep Facial Pain Assessment Under Weighted Graph Neural Networks2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), May 2025, Tampa/Clearwater, France. pp.1-9, ⟨10.1109/FG61629.2025.11099391⟩ |
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REACT 2025: the Third Multiple Appropriate Facial Reaction Generation ChallengeMM '25: The 33rd ACM International Conference on Multimedia, Oct 2025, Dublin, Ireland. pp.13979-13984, ⟨10.1145/3746027.3762244⟩ |
IA et formation tout au long de la vie : l’urgence de s’outiller pour éclairer tout autant les côtés lumineux et obscurs de la forceColloque international en éducation, May 2024, Montréal Québec, Canada |
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GM-GAN: Geometric Generative Models based on Morphological Equivariant PDEs and GANsInternational Conference on Pattern Recognition (ICPR), Dec 2024, Kolkata, India |
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The Florence 4D Facial Expression DatasetIEEE conference series on Automatic Face and Gesture Recognition, Jan 2023, Waikoloa, Hawaii, United States |
Avatar Reaction to Multimodal Human Behavior22nd International Conference on IMAGE ANALYSIS AND PROCESSING (ICIAP), Workshop: Generation of Human Face and Body Behavior (GHB), Sep 2023, Udine, Italy |
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Parameterization Robustness of 3D Auto-EncodersEurographics Workshop on 3D Object Retrieval, Sep 2022, Florence, Italy |
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3D Shape Sequence of Human Comparison and Classification using Current and VarifoldsEuropean Conference on Computer Vision (ECCV 2022), Oct 2022, Tel Aviv, Israel |
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Fusion of Physiological and Behavioural Signals on SPD Manifolds with Application to Stress and Pain DetectionInternational Conference on Systems, Man, and Cybernetics, Oct 2022, Prague, Czech Republic |
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Sparse to Dense Dynamic 3D Facial Expression GenerationIEEE/CVF Computer Vision and Pattern Recognition Conference, Jun 2022, New Orleans, United States |
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A Riemannian Framework for Analysis of Human Body SurfaceWinter Conference on Applications of Computer Vision, Jan 2022, HAWAII, United States |
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Human Motion Prediction Using Manifold-Aware Wasserstein GANIEEE conference series on Automatic Face and Gesture Recognition, Dec 2021, Jodhpur (virtual), India. ⟨10.1109/fg52635.2021.9667071⟩ |
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Une approche géométrique pour analyser l'intention sociale à partir du mouvement de marqueurs 3DCOmpression et REprésentation des Signaux Audiovisuels (CORESA), Nov 2021, Sophia Antipolis, France |
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Les Descripteurs de covariance profonds pour la reconnaissance des expressions facialesCOmpression et REprésentation des Signaux Audiovisuels (CORESA), Nov 2021, Sophia Antipolis, France |
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Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy |
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Hybrid Approach for 3D Head Reconstruction: Using Neural Networks and Visual Geometry25th International Conference on Pattern Recognition (ICPR2020), Jan 2021, Milano, Italy |
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Monocular 3D Head Reconstruction via Prediction and Integration of Normal Vector Field15th International Conference on Computer Vision, Theory and Applications., Feb 2020, Valletta, Malta |
Unsupervised Learning Method for Exploring Students' Mental Stress in Medical Simulation TrainingICMI '20: INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, Oct 2020, Virtual Event Netherlands, France. pp.165-170, ⟨10.1145/3395035.3425191⟩ |
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Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices15th IEEE International Conference on Automatic Face and Gesture Recognition, Nov 2020, Buenos Aires, Argentina |
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Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action RecognitionHuman Behavior Understanding ICCV Workshop, Oct 2019, Séoul, South Korea |
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2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial ParalysisThe 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), May 2019, Lille, France |
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2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial Paralysis2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), May 2019, Lille, France. pp.1-5, ⟨10.1109/FG.2019.8756617⟩ |
When Computers Decode your Social Intention14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), May 2019, Lille, France. ⟨10.1109/fg.2019.8756520⟩ |
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Gram Matrices Formulation of Body Shape Motion: An Application for Depression Severity AssessmentMachine Learning for the Diagnosis and Treatment of Affective Disorders Workshop, 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Sep 2019, Cambridge, United Kingdom |
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Detecting Depression Severity by Interpretable Representations of Motion DynamicsIEEE FG Workshop, Face and Gesture Analysis for Health Informatics (FGAHI), May 2018, Xi’an, China |
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Barycentric Representation and Metric Learning for Facial Expression RecognitionThe 13th IEEE International Conference on AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2018), May 2018, Xi'an, China |
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Deep Covariance Descriptors for Facial Expression RecognitionBritish Machine Vision Conference, Sep 2018, NewCastle, United Kingdom |
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Non-rigid 3D Model Classification Using 3D Hahn Moment Convolutional Neural NetworksEG workshop 3D Object Retrieval, Apr 2018, Delft Netherlands |
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A New Computational Approach to Identify Human Social intention in ActionIEEE International Conference on AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2018), May 2018, Xi'an, China. ⟨10.1109/FG.2018.00082⟩ |
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The Smart Home for the Elderly: Perceptions, Technologies and Psychological Accessibilities : The Requirements Analysis for the Elderly in ThailandInternational Conference on Information, Communication and Automation Technologies (ICAT), Oct 2017, Sarajevo, Bosnia and Herzegovina |
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Analyse de trajectoires sur des variétes de matrices pour la reconnaissance des expressions facialesORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France |
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Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite MatricesInternational Conference on Image Analysis and Processing, ICIAP 2017, Sep 2017, Catania, Italy. ⟨10.1007/978-3-319-68560-1_49⟩ |
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A Novel Space-Time Representation on the Positive Semidefinite Cone for Facial Expression RecognitionInternational Conference on Computer Vision, Oct 2017, Venice, Italy |
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Facial Asymmetry Assessment from 3D Shape Sequences: The Clinical Case of Facial Paralysis11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), Feb 2016, Rome, Italy. pp.30 - 38, ⟨10.5220/0005721200300038⟩ |
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Novel Generative Model for Facial Expressions Based on Statistical Shape Analysis of Landmarks Trajectories23rd International Conference on Pattern Recognition, ICPR 2016, International Association for Pattern Recognition, Dec 2016, Cancún, Mexico. pp.961 - 966, ⟨10.1109/ICPR.2016.7899760⟩ |
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Learning Shape Variations of Motion Trajectories for Gait AnalysisInternational Conference on Pattern Recognition (ICPR 2016), Dec 2016, Cancun, Mexico. pp.895 - 900, ⟨10.1109/ICPR.2016.7899749⟩ |
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Human object interaction recognition using rate-invariant shape analysis of inter joint distances trajectoriesDIFF-CVML Workshop, 2016, Las vegas, United States |
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Detection of Abnormal Gait From Skeleton DataVISIGRAPP, 2016, Rome, Italy |
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Magnifying subtle facial motions for 4D Expression Recognition23rd International Conference on Pattern Recognition, ICPR 2016, Dec 2016, Cancún, Mexico. pp.2252 - 2257, ⟨10.1109/ICPR.2016.7899971⟩ |
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Gauge invariant framework for trajectories analysisDIFFCV workshop, 2015, Swansea, UK, United Kingdom. ⟨10.5244/C.29.DIFFCV.6⟩ |
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Analyzing Trajectories on Grassmann Manifold for Early Emotion Detection from Depth VideosIEEE International Conference on Automatic Face and Gesture Recognition, FG 2015, May 2015, Ljubljana, Slovenia |
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Analyse de trajectoires sur une variété Grassmannienne pour la détection d'émotions dans des vidéos de profondeurJournées francophones des jeunes chercheurs en vision par ordinateur, Jun 2015, Amiens, France |
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Human-Object Interaction Recognition by Learning the distances between the Object and the Skeleton JointsFace and Gesture, 2015, Ljubljana, Slovenia |
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Combined Shape Analysis of Human Poses and Motion Units for Action Segmentation and RecognitionInternational Workshop on Understanding Human Activities through 3D Sensors (UHA3DS'15) hosted by IEEE International Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia |
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Grassmannian Representation of Motion Depth for 3D Human Gesture and Action Recognition22nd International Conference On Pattern Recognition, Aug 2014, Stockholm, Sweden. pp.3499-3504 |
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Reconnaissance d’actions humaines 3D par l’analyse de forme des trajectoires de mouvement.Compression et Représentation des Signaux Audiovisuels (CORESA), Nov 2014, Reims, France |
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Exploring the Magnitude of Human Sexual Dimorphism in 3D Face Gender ClassificationInternational Workshop on Soft Biometrics, in conjuction with ECCV'14, Sep 2014, Zurich, Switzerland |
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Can 3D Shape of the Face Reveal your Age?International Conference on Computer Vision Theory and Applications, Jan 2014, Lisbonne, Portugal |
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Positive/Negative Emotion Detection from RGB-D upper Body ImagesInternational Workshop on FFER (Face and Facial Expression Recognition from Real World Videos)-ICPR 2014, Aug 2014, Stockholm, Sweden |
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A Grassmannian Framework for Face Recognition of 3D Dynamic Sequences with Challenging ConditionsSixth Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA'14), in conjunction with ECCV 2014., Sep 2014, Zurich, Switzerland |
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A 3D Dynamic Database for Unconstrained Face Recognition5th International Conference and Exhibition on 3D Body Scanning Technologies, Oct 2014, Lugano, Switzerland |
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Gender and 3D Facial Symmetry: What's the Relationship?10th IEEE Conference on Automatic Face and Gesture Recognition (FG 2013), Apr 2013, shanghai, China |
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Extremal Human Curves: a New Human Body Shape and Pose Descriptor10th IEEE International Conference on Automatic Face and Gesture Recognition, Apr 2013, Shanghai, China |
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3D-model retrieval using bag-of-features based on closed curvesEurographics 2013 Workshop on 3D Object Retrieval, May 2013, Girona, Spain. 3DOR2013 - short paper |
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3D Human Video Retrieval: from Pose to Motion MatchingEurographics Workshop on 3D Object Retrieval, May 2013, Girona, Spain |
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Space-time Pose Representation for 3D Human Action RecognitionICIAP Workshop on Social Behaviour Analysis, Sep 2013, Naples, France. pp.1 |
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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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A DYNAMIC GEOMETRY-BASED APPROACH FOR 4D FACIAL EXPRESSIONS RECOGNITIONEUVIP 2013-05-20 4th European Workshop on Visual Information Processing, Jun 2013, Paris, France |
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Which 3D Geometric Facial Features Give Up Your Identity ?International Conference on Biometrics, Mar 2012, New Delhi, India. pp.119-124, ⟨10.1109/ICB.2012.6199768⟩ |
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3D mesh Reeb graph computation using commute-time and diffusion distances3D Image Processing (3DIP) and Applications, Jan 2012, Burlingame, California, USA, United States. pp.8090-16 |
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Kinematic skeleton extraction based on motion boundaries for 3D dynamic meshesEurographics 2012 Workshop on 3D Object Retrieval, May 2012, Cagliari, Italy. pp.71-76, ⟨10.2312/3DOR/3DOR12/071-076⟩ |
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Une nouvelle approche de reconnaissance de visages 3D partiellement occultésRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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Indexed heat curves for 3D-model retrieval21st International Conference on Pattern Recognition (ICPR 2012), Nov 2012, Tsukuba Science City, Japan. pp.ICPR2012 |
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GEOMETRIC BASED 3D FACIAL GENDER CLASSIFICATIONINTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL, AND SIGNAL PROCESSING, May 2012, Rome, Italy. pp.1-5, ⟨10.1109/ISCCSP.2012.6217828⟩ |
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Quelles caractéristiques géométriques faciales 3D donnent votre identité ?RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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SHREC'12 Track: 3D mesh segmentationEurographics 2012 Workshop on 3D Object Retrieval, May 2012, Cagliari, Italy. pp.93-99, ⟨10.2312/3DOR/3DOR12/093-099⟩ |
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Place Recognition via 3D Modeling for Personal Activity Lifelog Using Wearable CameraInternational Conference on Multimedia Modeling, Jan 2012, Klangenfurt, Austria. pp.244-254 |
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Deformable Shape Retrieval using Bag-of-Feature techniques3D Image Processing (3DIP) and Applications II, Jan 2011, San Francisco, United States. pp.7864B-28 |
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Analyse locale de la forme 3D pour la reconnaissance d'expressions facialesORASIS - Congrès des jeunes chercheurs en vision par ordinateur, INRIA Grenoble Rhône-Alpes, Jun 2011, Praz-sur-Arly, France |
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Selecting 3D Curves on the Nasal Surface using AdaBoost for Person AuthenticationEurographics Workshop on 3D Object Retrieval (3DOR), Apr 2011, Llandudno, United Kingdom. pp.101-104 |
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Non-rigid 3D shape classification using Bag-of-Feature techniquesIEEE International Conference on Multimedia and Expo (ICME), Jul 2011, Barcelona, Spain. pp.475 |
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3D-shape retrieval using curves and HMM20th IEEE International Conference on Pattern Recognition (ICPR 2010), Aug 2010, Istanbul, Turkey. pp.WeBCT9.6 |
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Multi patches 3D facial representation for Person Authentication using AdaBoostI/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on, Sep 2010, Rabat, Morocco. pp.1-4 |
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Local Visual Patch for 3D Shape RetrievalACM Multimedia Workshop on 3D Object Retrieval 2010, Oct 2010, Florence, Italy. pp.WS02 |
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Sélection de courbes de la surface nasale pour l'authentification de personnes en utilisant AdaboostRFIA, Jan 2010, Caen, France. pp.00-00 |
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A subjective experiment for 3D-mesh segmentation evaluationIEEE International Workshop on Multimedia Signal Processing (MMSP'2010), Oct 2010, Saint-Malo, France. pp.L5 |
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Local 3D Shape Analysis for Facial Expression Recognition20th International Conference on Pattern Recognition (ICPR 2010), Aug 2010, Istanbul, Turkey. pp.4129 - 4132 |
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Pose and Expression-Invariant 3D Face Recognition using Elastic Radial CurvesBritish machine vision conference, Aug 2010, Aberystwyth, United Kingdom. pp.1-11 |
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A framework for the objective evaluation of segmentation algorithms using a ground-truth of human segmented 3D-modelsIEEE International Conference on Shape Modeling and Applications (SMI), Jun 2009, Beijing, China. pp.Session 5 |
Une collection de modèles 3D avec vérité-terrain pour l’évaluation objective des algorithmes de segmentationCORESA, Mar 2009, Toulouse, France. pp.6 |
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Three-dimensional face recognition using elastic deformations of facial surfaces2008 IEEE International Conference on Multimedia & Expo, Jun 2008, Hannover, Germany. pp.97-100 |
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Fast and precise kinematic skeleton extraction of 3D dynamic meshes19th IEEE International Conference on Pattern Recognition (ICPR 2008), Dec 2008, Tampa, Florida, United States. pp.MoBT8.22 |
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3D-model retrieval for MobilesACM International Conference on Image and Video Retrieval (CIVR), Jul 2007, France. pp.TechDemo |
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Reeb chart unfolding based 3D shape signaturesEurographics 2007, Sep 2007, Prague, Czech Republic. pp.SP1-S1 |
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Topology driven 3D mesh hierarchical segmentationIEEE International Conference on Shape Modeling and Applications (Shape Modeling International - SMI), Jun 2007, Lyon, France. pp.SP |
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3D-Mesh Models: View-Based Indexing and Structural AnalysisFirst International DELOS Conference, Pisa, Italy, February 13-14, 2007, Revised Selected Papers, Feb 2007, Pisa, Italy. pp.298-307, ⟨10.1007/978-3-540-77088-6_29⟩ |
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On 3D retrieval from photos3rd IEEE International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT'06), Jun 2006, Chapel Hill, North Carolina, United States |
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3D Mesh Skeleton Extraction Using Topological and Geometrical Analyses14th Pacific Conference on Computer Graphics and Applications (Pacific Graphics 2006), Oct 2006, Tapei, Taiwan. s1poster |
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Invariant High Level Reeb Graphs of 3D Polygonal Meshes3rd IEEE International Symposium on 3D Data Processing, Visualization and Transmission (3DPVT'06), Jun 2006, Chapel Hill, North Carolina, United States |
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Automatic 3D face recognition using topological techniquesIEEE International Conference on Multimedia & Expo (ICME 2005), Jul 2005, Amsterdam, Netherlands |
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3D Model Retrieval based on Adaptive Views Clustering3rd International Conference on Advances in Pattern Recognition (ICAPR 2005), Aug 2005, Bath, United Kingdom |
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Determining Characteristic Views of a 3D Object by Visual Hulls and Hausdorff Distance5th IEEE International Conference on 3-D Digital Imaging and Modeling (3DIM 2005), Jun 2005, Ottawa, Ontario, Canada |
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A Bayesian Framework for 3D Models Retrieval Based on Characteristic Views2nd IEEE International Symposium on 3D Data Processing Visualization and Transmission (3DPVT'04), Sep 2004, Thessaloniki, Greece |
SEMANTIC-3D : compression, indexation et tatouage de données 3DCORESA'04, May 2004, Lille, France |
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A Bayesian Approach for 3D Models Retrieval Based on Characteristic Views17th IEEE International Conference on Pattern Recognition (ICPR 2004), Aug 2004, Cambridge, United Kingdom |
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A Practical Approach for 3D Model Indexing by combining Local and Global Invariants1st IEEE International Symposium on 3D Data Processing Visualization Transmission (3DPVT'02), Jun 2002, Padova, Italy |
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Indexing and retrieval VRML modelsSPIE Electronic Imaging 2002 Symposium (Internet Imaging III Conference), Jan 2002, San Jose, California, United States |
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3D-models recognition from a 2D sketchCESA'98/IEEE IMACS Multiconference, Apr 1998, France. pp.529-532 |
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The Riemannian and Affine Geometry of Facial Expression and Action RecognitionHandbook of Variational Methods for Nonlinear Geometric Data, Springer International Publishing, 2020, ⟨10.1007/978-3-030-31351-7⟩ |
Chapitre 18 - Reconnaissance et indexation 3DLaurent Lucas, Céline Loscos, Yannick Remion. Vidéo 3D - capture, traitement et diffusion, Hermes-Lavoisier, pp.317-336, 2013, Traité IC2 - Signal et Image |
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Face and Gesture Analysis for Health Informatics (FGAHI)ACM International Conference on Multimodal Interaction (ICMI 2020), ACM, pp.874-875, 2020, ⟨10.1145/3382507.3419747⟩ |
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Computational Modeling of Human Social IntentionECCV, 1st Workshop on Action and Anticipation for Visual Learning, Oct 2016, Amsterdam, Netherlands. ⟨10.1007/978-3-540-69162-4_20⟩ |
3D Face Modeling, Analysis and RecognitionWiley, pp.232, 2013, 978-0-470-66641-8 |
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Eurographics Workshop on 3D Object Retrieval 2010Eurographics. Eurographics, pp.127, 2010 |
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3D Object Processing: Compression, Indexing and WatermarkingWiley, pp.210, 2008, 978-0-470-06542-6 |