Denis Pellerin
Publications
Publications
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Refining sonification methods to improve shooting performance and ergonomics for the visually impairedICAD 2025 - 30th International Conference on Auditory Display (ICAD 2025), Jun 2025, Coimbra, Portugal |
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Forgetting Analysis by Module Probing for Online Object Detection with Faster R-CNNEUSIPCO 2024 - 32nd European Signal Processing Conference, Aug 2024, Lyon, France |
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Using Fitts' Law to Compare Sonification Guidance Methods for Target Reaching Without VisionVISIGRAPP 2024 - 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - HUCAPP, Feb 2024, Rome, Italy. pp.444-454, ⟨10.5220/0012346400003660⟩ |
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Online Class Incremental Learning with One-Vs-All Classifiers for Resource Constrained DevicesISPA 2023 - International Symposium on Image and Signal Processing and Analysis (ISPA 2023), Sep 2023, Rome, Italy |
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Moving Towards and Reaching a 3-D Target by Embodied Guidance: Parsimonious Vs Explicit Sound MetaphorsHCII 2023 - 25th International Conference on. Human-Computer Interaction HCII 2023, Jul 2023, Copenhague, Denmark. pp.229-243, ⟨10.1007/978-3-031-35681-0_15⟩ |
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Comparative Study of Natural Replay and Experience Replay in Online Object DetectionICCVW 2023 - IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Oct 2023, Paris, France |
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Apprentissage continu en ligne de classificateurs un contre tousGRETSI 2022 - XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France |
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Speed and Memory Efficient Dense RGB-D SLAM in Dynamic ScenesIROS 2020 - IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2020, Las Vegas, United States. pp.4996-5001, ⟨10.1109/IROS45743.2020.9341542⟩ |
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Classifier Training from a Generative ModelCBMI 2019 - 17th International Conference on Content-Based Multimedia Indexing, Sep 2019, Dublin, Ireland. ⟨10.1109/CBMI.2019.8877479⟩ |
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Reconstruction 3D légère et basse résolution en environnements intérieurs à partir de caméra RGB-DGRETSI 2019 - XXVIIème Colloque Francophone de Traitement du Signal et des Images, Aug 2019, Lille, France |
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Improving the generalization of colorized image detection with enhanced training of CNNISPA 2019 - 11th International Symposium on Image and Signal Processing and Analysis, Sep 2019, Dubrovnik, Croatia. pp.246-252 |
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Explaining Visual Classification using AttributesCBMI 2019 - 17th International Conference on Content-Based Multimedia Indexing, Sep 2019, Dublin, Ireland. ⟨10.1109/CBMI.2019.8877393⟩ |
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A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D MappingVISAPP 2019 - 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic |
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Impact of Data Preparation and CNN’s First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized ImagesWI '19 Companion IEEE/WIC/ACM International Conference on Web Intelligence, Oct 2019, Thessaloniki, Greece. pp.127-131, ⟨10.1145/3358695.3360890⟩ |
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Coupled Ensembles of Neural NetworksICLR 2018 - 6th International Conference on Learning Representations - Workshop Track, Apr 2018, Vancouver, Canada |
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Prototyping and Evaluating Sensory Substitution Devices by Spatial Immersion in Virtual EnvironmentsVISIGRAPP 2018 - 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Jan 2018, Funchal, Portugal. ⟨10.5220/0006637705960602⟩ |
Coupled Ensembles of Neural NetworksCBMI 2018 - 16th International Conference on Content-Based Multimedia Indexing, Sep 2018, La Rochelle, France |
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Improving Image Classification Using Coarse and Fine LabelsICMR 2017 : ACM International Conference on Multimedia Retrieval, Jun 2017, Bucarest, Romania. pp.438--442, ⟨10.1145/3078971.3079042⟩ |
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Improving Hierarchical Image Classification with Merged CNN ArchitecturesCBMI 2017 : 15th International Workshop on Content-Based Multimedia Indexing, Jun 2017, Florence, Italy. pp.31:1--31:7, ⟨10.1145/3095713.3095745⟩ |
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An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic EnvironmentIPMU 2016 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2016, Eindhoven, Netherlands. ⟨10.1007/978-3-319-40596-4_25⟩ |
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A Fast Audiovisual Attention Model for Human Detection and Localization on a Companion RobotVISUAL 2016 - The First International Conference on Applications and Systems of Visual Paradigms (VISUAL 2016), IARIA, Nov 2016, Barcelone, Spain |
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Multi-layer Dictionary Learning for Image ClassificationACIVS 2016 - International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2016, Lecce, Italy |
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Rejection-based classification for action recognition using a spatio-temporal dictionaryEUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France |
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Sound classification in indoor environment thanks to belief functionsEUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France |
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Audiovisual data fusion for successive speakers trackingVISIGRAPP 2014 - 9th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Jan 2014, Lisbonne, Portugal |
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Dictionary of gray-level 3D patches for action recognitionMLSP 2014 - IEEE 24th International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France |
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Color Information in a Model of SaliencyEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. pp.1-5 |
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Contribution of Color Information in Visual Saliency Model for VideosICISP 2014 - 6th International Conference on Image and Signal Processing 2014 (ICISP 2014), Jun 2014, Cherbourg, France. pp.213-220, ⟨10.1007/978-3-319-07998-1_24⟩ |
Dirty Tangible Interfaces: Expressive Control of Computers with True GritCHI, Apr 2013, Paris, France. pp.2991-2994 |
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Face perception: Influence of location and number in videosWIAMIS 2012 - 13th International Workshop on Image Analysis for Multimedia Interactive Services, May 2012, Dublin, Ireland. pp.1-4 |
Influence of sound on visual gaze when looking at videosECEM 2011 - 16th European Conference on Eye Movements, Aug 2011, Marseille, France. pp.112 |
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Adaptative initialisation of a EvKNN classification algorithmBelief 2012 - 2nd International Conference on Belief Functions, May 2012, Compiègne, France. pp.n/a |
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Depth - Melody substitutionEUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucarest, Romania. pp.1-5 |
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How different kinds of sound in videos can influence gazeWIAMIS 2012 - 13th International Workshop on Image Analysis for Multimedia Interactive Services, May 2012, Dublin, Ireland. 4 p., ⟨10.1109/WIAMIS.2012.6226776⟩ |
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Spatio-temporal fusion of visual attention modelEUSIPCO 2011 - 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. pp.2029-2033 |
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Sound effect on visual gaze when looking at videosEUSIPCO 2011 - 19th European Signal Processing Conference, Aug 2011, Barcelone, Spain. pp.2034-2038 |
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IRIM at TRECVID 2011: Semantic Indexing and Instance SearchTRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p |
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IRIM at TRECVID 2010: Semantic Indexing and Instance SearchTRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States |
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IRIM at TRECVID2009: High Level Feature ExtractionTRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States |
IRIM at TRECVID 2010: High Level Feature Extraction and Instance SearchTREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States |
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GPU implementation of motion estimation for visual saliencyDASIP 2010 - Conference on Design and Architectures for Signal and Image Processing, Oct 2010, Édimbourg, United Kingdom. pp.1 |
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Multi-labeled image classification by TBM active learningBelief 2010 - Workshop on Theory of Belief Functions, Apr 2010, Brest, France. pp.n.c |
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Relevance of interest points for eye position prediction on videosICVS 2009 - 7th International Conference on Computer Vision Systems, Oct 2009, Liège, Belgium. pp.325-334 |
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Modèles de Markov cachés crédibilistes en présence d'informations non distinctesLFA 2008 - Rencontres Francophones sur la Logique Floue et ses Applications, Oct 2008, Lens, France |
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Spatio-temporal saliency model to predict eye movements in video free viewingEUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1-5 |
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Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusionTRECVID BBC Rushes Summarization Workshop at ACM Multimedia'08, Oct 2008, Vancouver, BC, Canada. pp.80-84, ⟨10.1145/1463563.1463577⟩ |
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Interactive visualization tool with graphic table of video contentsICME 2007 - IEEE International Conference on Multimedia and Expo, Jul 2007, Beijing, China. 4 p |
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Automatic People Detection and Counting for Athletic Videos ClassificationAVSS 2007 - IEEE Advanced Video and Signal based Surveillance, Sep 2007, Londres, United Kingdom. pp.978-1-4244-1696-7/07 |
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Algorithmes Forward-Backward et d'encodage de Viterbi dans le cadre du Modèle de Croyance Transférable : Application à la classification de séquences vidéosGRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France |
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L'ordonnanceur crédibiliste pour la reconnaissance de séquences d'états dans le cadre du Modèle des Croyances TransférablesLFA 2007 - Rencontres Francophones sur la Logique Floue et ses Applications, Nov 2007, Nîmes, France |
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Résumé de vidéo à partir d'un modèle d'attention visuelleGRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. 4 p |
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Navigation par le contenu dans les vidéos avec des tables graphiques des matièresGRETSI 2007 - XXIème Colloque francophone de traitement du signal et des images, Sep 2007, Troyes, France. 4 p |
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Forward-Backward-Viterbi procedures in the Transferable Belief Model for state sequence analysis using belief functionsECSQARU 2007 - 9th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Oct 2007, Hammamet, Tunisia |
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Video summarization using a visual attention modelEUSIPCO 2007 - 15th European Signal Processing Conference, Sep 2007, Poznan, Poland. 5 p |
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A temporal belief filter improving human action recognition in videosIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'06, 2006, Toulouse, France |
Camera motion classification based on transferable belief modelEuropean Signal Processing Conference, EUSIPCO'2006, 2006, Florence, Italy |
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Un filtre temporel crédibiliste pour la reconnaissance d'actions humaines dans les vidéosRencontres francophones sur la Logique Floue et ses Applications, LFA 2006, 2006, Toulouse, France |
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Shape-Motion Based Athlete Tracking for Multilevel Action Recognition4th Conference on Articulated Motion and Deformable Objects, AMDO'06, 2006, Mallorca, Spain. pp.385-394, ⟨10.1007/11789239_40⟩ |
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Belief scheduling for recognition of human action sequence9th International Conference on Information Fusion, ICIF'06, IEEE/ISIF, 2006, Florence, Italy |
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Spatio-temporal information fusion for human action recognition in videos13th European Signal Processing Conference (EUSIPCO'05), 2005, Antalya, Turkey |
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Spatio-temporal Attention Model for Video Content AnalysisIEEE International Conference on Image Processing (ICIP'2005), Sep 2005, Gène, Italy. pp.CD |
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Static and dynamic feature-based visual attention model: comparison to human judgmentEuropean Signal Processing Conference (EUSIPCO'2005),, Sep 2005, Antalya, Turkey. pp.CD |
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Audio, Video and Audio-Visual Signatures for Short Video Clip Detection: Experiments on Trecvid2003IEEE International Conference on Multimedia and Expo (ICME'2005), Jul 2005, Amsterdam, Netherlands. pp.CD |
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Video classification based on low-level feature fusion modelEuropean Signal Processing Conference (EUSIPCO'2005), Sep 2005, Antalya, Turkey. pp.CD |
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Vers la reconnaissance de motifs temporels5ièmes journées sur l'Extraction et la Gestion des Connaissances (EGC'05), Atelier 7 : Extraction de motifs temporels pour la détection en ligne de situations critiques, 2005, Paris, France |
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Reconnaissance de sauts d'athlète dans les vidéos : fusion du mouvement de caméra et de la trajectoire de points caractéristiques20th colloque GRETSI: Traitement du signal et des Images, 2005, Louvain-la-Neuve, Belgique. pp.1165-1168 |
CLIPS LIS LSR LABRI Experiments in TREC Video Retrieval 2004TREC Video Retrieval 2004, 2004, Gaithersburg, United States |
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Spatio-Temporal Signatures for Video Copy DetectionACIVS 2004, Jan 2004, Bruxelle, Belgium. pp.421-427 |
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Estimation du mouvement par approche mixte : droites de contrainte/mise en correspondance14e Colloque sur le Traitement du Signal et des Images GRETSI, 1993, Juan-les-Pins, France. pp.855-858 |
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Eye-movement in the dark for the exploration of virtual scenes encoded by soundsECM 2017 - 19th European Conference on Eye Movements, Aug 2017, Wuppertal, Germany |
Visual Saliency Model on Multi-GPUGPU Computing Gems Emerald Edition, Elsevier, pp.451-472, 2011, 978-0-12-384988-5. ⟨10.1016/B978-0-12-384988-5.00030-9⟩ |
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Modèle des Croyances Transférables : Représentation des connaissances, Fusion d'informations, Décision2007 |
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Guiding sightless people one dimension at a time: how the strategy used in spontaneous voice instructions benefits sonification-based guidance2025 |