Denis Pellerin

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 24

Top Topics

Convolutional Neural Networks

Color Information

Action Recognition

Image Classification

Top Venues

Publications

Coline Fons, Sylvain Huet, Denis Pellerin, Christian Graff
Using Fitts' Law to Compare Sonification Guidance Methods for Target Reaching Without Vision. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP (2024)
Coline Fons, Sylvain Huet, Denis Pellerin, Silvain Gerber, Christian Graff
Moving Towards and Reaching a 3-D Target by Embodied Guidance: Parsimonious Vs Explicit Sound Metaphors. HCI (10) (2023)
Baptiste Wagner, Denis Pellerin, Sylvain Huet
Comparative Study of Natural Replay and Experience Replay in Online Object Detection. ICCV (Workshops) (2023)
Baptiste Wagner, Denis Pellerin, Serge Olympieff, Sylvain Huet
Online Class Incremental Learning with One-Vs-All Classifiers for Resource Constrained Devices. ISPA (2023)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Coupled ensembles of neural networks. Neurocomputing 396 (2020)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin, Anuvabh Dutt
Descriptor extraction based on a multilayer dictionary architecture for classification of natural images. Comput. Vis. Image Underst. 191 (2020)
Bruce Canovas, Michèle Rombaut, Amaury Nègre, Denis Pellerin, Serge Olympieff
Speed and Memory Efficient Dense RGB-D SLAM in Dynamic Scenes. IROS (2020)
Weize Quan, Kai Wang, Dong-Ming Yan, Xiaopeng Zhang, Denis Pellerin
Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images. Digit. Investig. 35 (2020)
Weize Quan, Kai Wang, Dong-Ming Yan, Denis Pellerin, Xiaopeng Zhang
Impact of Data Preparation and CNN's First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized Images. WI (Companion) (2019)
Pham Thanh Dat, Anuvabh Dutt, Denis Pellerin, Georges Quénot
Classifier Training from a Generative Model. CBMI (2019)
Weize Quan, Kai Wang, Dong-Ming Yan, Denis Pellerin, Xiaopeng Zhang
Improving the Generalization of Colorized Image Detection with Enhanced Training of CNN. ISPA (2019)
Muneeb Ul Hassan, Philippe Mulhem, Denis Pellerin, Georges Quénot
Explaining Visual Classification using Attributes. CBMI (2019)
Weize Quan, Dong-Ming Yan, Kai Wang, Xiaopeng Zhang, Denis Pellerin
Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization. CoRR (2019)
Bruce Canovas, Michèle Rombaut, Amaury Nègre, Serge Olympieff, Denis Pellerin
A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping. VISIGRAPP (5: VISAPP) (2019)
Aziliz Guezou-Philippe, Sylvain Huet, Denis Pellerin, Christian Graff
Prototyping and Evaluating Sensory Substitution Devices by Spatial Immersion in Virtual Environments. VISIGRAPP (4: VISAPP) (2018)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Coupled Ensembles of Neural Networks. CBMI (2018)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Coupled Ensembles of Neural Networks. ICLR (Workshop) (2018)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Improving Image Classification using Coarse and Fine Labels. ICMR (2017)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Coupled Ensembles of Neural Networks. CoRR (2017)
Mateusz Budnik, Efrain-Leonardo Gutierrez-Gomez, Bahjat Safadi, Denis Pellerin, Georges Quénot
Learned features versus engineered features for multimedia indexing. Multim. Tools Appl. 76 (9) (2017)
Anuvabh Dutt, Denis Pellerin, Georges Quénot
Improving Hierarchical Image Classification with Merged CNN Architectures. CBMI (2017)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Multi-layer Dictionary Learning for Image Classification. ACIVS (2016)
Shahrbanoo Hamel, Nathalie Guyader, Denis Pellerin, Dominique Houzet
Contribution of color in saliency model for videos. Signal Image Video Process. 10 (3) (2016)
Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut, Catherine Garbay
An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment. IPMU (1) (2016)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Rejection-based classification for action recognition using a spatio-temporal dictionary. EUSIPCO (2015)
Quentin Labourey, Denis Pellerin, Michèle Rombaut, Olivier Aycard, Catherine Garbay
Sound classification in indoor environment thanks to belief functions. EUSIPCO (2015)
Shahrbanoo Hamel, Nathalie Guyader, Denis Pellerin, Dominique Houzet
Color information in a model of saliency. EUSIPCO (2014)
Shahrbanoo Hamel, Nathalie Guyader, Denis Pellerin, Dominique Houzet
Contribution of Color Information in Visual Saliency Model for Videos. ICISP (2014)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Dictionary of gray-level 3D patches for action recognition. MLSP (2014)
Quentin Labourey, Olivier Aycard, Denis Pellerin, Michèle Rombaut
Audiovisual Data Fusion for Successive Speakers Tracking. VISAPP (1) (2014)
Sophie Marat, Anis Rahman, Denis Pellerin, Nathalie Guyader, Dominique Houzet
Improving Visual Saliency by Adding 'Face Feature Map' and 'Center Bias'. Cogn. Comput. 5 (1) (2013)
Matthieu Savary, Diemo Schwarz, Denis Pellerin, Florence Massin, Christian Jacquemin, Roland Cahen
Dirty tangible interfaces: expressive control of computers with true grit. CHI Extended Abstracts (2013)
Anis Rahman, Denis Pellerin, Dominique Houzet
Face perception: Influence of location and number in videos. WIAMIS (2012)
Matthieu Savary, Diemo Schwarz, Denis Pellerin
DIRTI - Dirty Tangible Interfaces. NIME (2012)
Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
Adaptive Initialization of a EvKNN Classification Algorithm. Belief Functions (2012)
Guanghan Song, Denis Pellerin, Lionel Granjon
How different kinds of sound in videos can influence gaze. WIAMIS (2012)
Vincent Fristot, Jeremy Boucheteil, Lionel Granjon, Denis Pellerin, David Alleysson
Depth - Melody substitution. EUSIPCO (2012)
Anis Rahman, Dominique Houzet, Denis Pellerin, Sophie Marat, Nathalie Guyader
Parallel implementation of a spatio-temporal visual saliency model. J. Real Time Image Process. 6 (1) (2011)
Guanghan Song, Denis Pellerin, Lionel Granjon
Sound effect on visual gaze when looking at videos. EUSIPCO (2011)
Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID (2011)
Anis Rahman, Guanghan Song, Denis Pellerin, Dominique Houzet
Spatio-temporal fusion of visual attention model. EUSIPCO (2011)
Emmanuel Ramasso, Costas Panagiotakis, Michèle Rombaut, Denis Pellerin
Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition. Int. J. Approx. Reason. 51 (7) (2010)
Anis Rahman, Dominique Houzet, Denis Pellerin, Lionel Agud
GPU implementation of motion estimation for visual saliency. DASIP (2010)
David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID (2010)
Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID (2009)
Alain Simac-Lejeune, Sophie Marat, Denis Pellerin, Patrick Lambert, Michèle Rombaut, Nathalie Guyader
Relevance of Interest Points for Eye Position Prediction on Videos. ICVS (2009)
Sophie Marat, Tien Ho-Phuoc, Lionel Granjon, Nathalie Guyader, Denis Pellerin, Anne Guérin-Dugué
Modelling Spatio-Temporal Saliency to Predict Gaze Direction for Short Videos. Int. J. Comput. Vis. 82 (3) (2009)
Georges Quénot, Jenny Benois-Pineau, Boris Mansencal, Eliana Rossi, Matthieu Cord, Frédéric Precioso, David Gorisse, Patrick Lambert, Bertrand Augereau, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Stéphane Ayache
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS (2008)
Emmanuel Ramasso, Costas Panagiotakis, Denis Pellerin, Michèle Rombaut
Human action recognition in videos based on the Transferable Belief Model. Pattern Anal. Appl. 11 (1) (2008)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Shape-Based Individual/Group Detection for Sport Videos Categorization. Int. J. Pattern Recognit. Artif. Intell. 22 (6) (2008)
Sophie Marat, Tien Ho-Phuoc, Lionel Granjon, Nathalie Guyader, Denis Pellerin, Anne Guérin-Dugué
Spatio-temporal saliency model to predict eye movements in video free viewing. EUSIPCO (2008)
Mickaël Guironnet, Denis Pellerin, Nathalie Guyader, Patricia Ladret
Video Summarization Based on Camera Motion and a Subjective Evaluation Method. EURASIP J. Image Video Process. 2007 (2007)
Sophie Marat, Mickaël Guironnet, Denis Pellerin
Video summarization using a visual attention model. EUSIPCO (2007)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Automatic people detection and counting for athletic videos classification. AVSS (2007)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
A fusion architecture based on TBM for camera motion classification. Image Vis. Comput. 25 (11) (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
State Filtering and Change Detection Using TBM Conflict Application to Human Action Recognition in Athletics Videos. IEEE Trans. Circuits Syst. Video Technol. 17 (7) (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions. ECSQARU (2007)
Hervé Goëau, Jérôme Thièvre, Marie-Luce Viaud, Denis Pellerin
Interactive Visualization Tool with Graphic Table of Video Contents. ICME (2007)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
A Temporal Belief Filter Improving Human Action Recognition in Videos. ICASSP (2) (2006)
Emmanuel Ramasso, Denis Pellerin, Michèle Rombaut
Belief scheduling for recognition of human action sequence. FUSION (2006)
Costas Panagiotakis, Emmanuel Ramasso, Georgios Tziritas, Michèle Rombaut, Denis Pellerin
Shape-Motion Based Athlete Tracking for Multilevel Action Recognition. AMDO (2006)
Emmanuel Ramasso, Michèle Rombaut, Denis Pellerin
Un filtre temporel crédibiliste pour la reconnaissance d'actions humaines dans les vidéos CoRR (2006)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
Camera motion classification based on Transferable Belief Model. EUSIPCO (2006)
Mickaël Guironnet, Denis Pellerin, Michèle Rombaut
Video classification based on low-level feature fusion model. EUSIPCO (2005)
Benjamin Senechal, Denis Pellerin, Laurent Besacier, Isabelle Simand, Stéphane Bres
Audio, video and audio-visual signatures for short video clip detection: experiments on Trecvid2003. ICME (2005)
Mickaël Guironnet, Nathalie Guyader, Denis Pellerin, Patricia Ladret
Spatio-temporal attention model for video content analysis. ICIP (3) (2005)
Mickaël Guironnet, Nathalie Guyader, Denis Pellerin, Patricia Ladret
Static and dynamic feature-based visual attention model: Comparison to human judgment. EUSIPCO (2005)
Emmanuel Ramasso, Denis Pellerin, Costas Panagiotakis, Michèle Rombaut, George Tziritas, William Lim
Spatiotemporal information fusion for human action recognition in videos. EUSIPCO (2005)
Georges Quénot, Daniel Moraru, Stéphane Ayache, Mbarek Charhad, Mickaël Guironnet, Lionel Carminati, Philippe Mulhem, Jérôme Gensel, Denis Pellerin, Laurent Besacier
CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT). TRECVID (2004)
Mathias Pingault, Denis Pellerin
Motion estimation of transparent objects in the frequency domain. Signal Process. 84 (4) (2004)
Mathias Pingault, Eric Bruno, Denis Pellerin
A robust multiscale B-spline function decomposition for estimating motion transparency. IEEE Trans. Image Process. 12 (11) (2003)
Eric Bruno, Denis Pellerin
Video shot detection based on linear prediction of motion. ICME (1) (2002)
Eric Bruno, Denis Pellerin
Video Structuring, Indexing and Retrieval Based on Global Motion Wavelet Coefficients. ICPR (3) (2002)
Mathias Pingault, Denis Pellerin
Optical flow constraint equation extended to transparency. EUSIPCO (2002)
Mathias Pingault, Denis Pellerin
Motion transparency constraint equation based on a wavelet function decomposition. ICME (1) (2002)
Eric Bruno, Denis Pellerin
Robust motion estimation using spatial Gabor-like filters. Signal Process. 82 (2) (2002)
Valérie Moreau, Laurent D. Cohen, Denis Pellerin
Estimation and Analysis of the Deformation of the Cardiac Wall Using Doppler Tissue Imaging. ICPR (1) (2002)
Valérie Moreau, Laurent D. Cohen, Denis Pellerin
Deformation Field Estimation for the Cardiac Wall Using Doppler Tissue Imaging. FIMH (2001)
Adrian Spinéi, Denis Pellerin
Motion estimation of opaque or transparent objects using triads of Gabor filters. Signal Process. 81 (4) (2001)
Eric Bruno, Denis Pellerin
Global Motion Fourier Series Expansion for Video Indexing and Retrieval. VISUAL (2000)
Eric Bruno, Denis Pellerin
Robust motion estimation using spatial Gabor filters. EUSIPCO (2000)
Adrian Spinéi, Denis Pellerin, D. Fernandes, Jeanny Hérault
Fast hardware implementation of Gabor filter based motion estimation. Integr. Comput. Aided Eng. 7 (1) (2000)
Adrian Spinéi, Denis Pellerin, Jeanny Hérault
Motion estimation based on triads of Gabor filters: DSP board implementation. EUSIPCO (1998)
Adrian Spinéi, Denis Pellerin, Jeanny Hérault
Spatiotemporal energy-based method for velocity estimation. Signal Process. 65 (3) (1998)
Cristian Croll, Denis Pellerin, Jeanny Hérault
Fast filter bank synthesis by periodical anamorphosis. EUSIPCO (1998)
Cristian Croll, Denis Pellerin, Jeanny Hérault
Multidimensional Filtering Inspired by Retino-cortical Projection: Application to Texture Segmentation. IWANN (1997)
Laurent D. Cohen, Floris Pajany, Denis Pellerin, Colette Veyrat
Cardiac wall tracking using Doppler tissue imaging (DTI). ICIP (3) (1996)
Denis Pellerin, Jeanny Hérault
Scheduling with neural networks: Application to timetable construction. Neurocomputing 6 (4) (1994)