Denis Pellerin

Orcid: 0000-0002-3792-1706

According to our database1, Denis Pellerin authored at least 85 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Using Fitts' Law to Compare Sonification Guidance Methods for Target Reaching Without Vision.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Online Class Incremental Learning with One-Vs-All Classifiers for Resource Constrained Devices.
Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Comparative Study of Natural Replay and Experience Replay in Online Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Moving Towards and Reaching a 3-D Target by Embodied Guidance: Parsimonious Vs Explicit Sound Metaphors.
Proceedings of the Universal Access in Human-Computer Interaction, 2023

2020
Coupled ensembles of neural networks.
Neurocomputing, 2020

Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images.
Digit. Investig., 2020

Descriptor extraction based on a multilayer dictionary architecture for classification of natural images.
Comput. Vis. Image Underst., 2020

Speed and Memory Efficient Dense RGB-D SLAM in Dynamic Scenes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019
Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization.
CoRR, 2019

Impact of Data Preparation and CNN's First Layer on Performance of Image Forensics: A Case Study of Detecting Colorized Images.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Coarse and Relevant 3D Representation for Fast and Lightweight RGB-D Mapping.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Improving the Generalization of Colorized Image Detection with Enhanced Training of CNN.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Explaining Visual Classification using Attributes.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

Classifier Training from a Generative Model.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Prototyping and Evaluating Sensory Substitution Devices by Spatial Immersion in Virtual Environments.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017
Learned features versus engineered features for multimedia indexing.
Multim. Tools Appl., 2017

Improving Image Classification using Coarse and Fine Labels.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Improving Hierarchical Image Classification with Merged CNN Architectures.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

2016
Contribution of color in saliency model for videos.
Signal Image Video Process., 2016

An Evidential Filter for Indoor Navigation of a Mobile Robot in Dynamic Environment.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Multi-layer Dictionary Learning for Image Classification.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015
Rejection-based classification for action recognition using a spatio-temporal dictionary.
Proceedings of the 23rd European Signal Processing Conference, 2015

Sound classification in indoor environment thanks to belief functions.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Audiovisual Data Fusion for Successive Speakers Tracking.
Proceedings of the VISAPP 2014, 2014

Dictionary of gray-level 3D patches for action recognition.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Contribution of Color Information in Visual Saliency Model for Videos.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Color information in a model of saliency.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Improving Visual Saliency by Adding 'Face Feature Map' and 'Center Bias'.
Cogn. Comput., 2013

Dirty tangible interfaces: expressive control of computers with true grit.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
How different kinds of sound in videos can influence gaze.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

Face perception: Influence of location and number in videos.
Proceedings of the 13th International Workshop on Image Analysis for Multimedia Interactive Services, 2012

DIRTI - Dirty Tangible Interfaces.
Proceedings of the 12th International Conference on New Interfaces for Musical Expression, 2012

Depth - Melody substitution.
Proceedings of the 20th European Signal Processing Conference, 2012

Adaptive Initialization of a EvKNN Classification Algorithm.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
Parallel implementation of a spatio-temporal visual saliency model.
J. Real Time Image Process., 2011


Sound effect on visual gaze when looking at videos.
Proceedings of the 19th European Signal Processing Conference, 2011

Spatio-temporal fusion of visual attention model.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Belief Scheduler based on model failure detection in the TBM framework. Application to human activity recognition.
Int. J. Approx. Reason., 2010


GPU implementation of motion estimation for visual saliency.
Proceedings of the 2010 Conference on Design & Architectures for Signal & Image Processing, 2010

2009
Modelling Spatio-Temporal Saliency to Predict Gaze Direction for Short Videos.
Int. J. Comput. Vis., 2009


Relevance of Interest Points for Eye Position Prediction on Videos.
Proceedings of the Computer Vision Systems, 2009

2008
Human action recognition in videos based on the Transferable Belief Model.
Pattern Anal. Appl., 2008

Shape-Based Individual/Group Detection for Sport Videos Categorization.
Int. J. Pattern Recognit. Artif. Intell., 2008

Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Spatio-temporal saliency model to predict eye movements in video free viewing.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
State Filtering and Change Detection Using TBM Conflict Application to Human Action Recognition in Athletics Videos.
IEEE Trans. Circuits Syst. Video Technol., 2007

A fusion architecture based on TBM for camera motion classification.
Image Vis. Comput., 2007

Video Summarization Based on Camera Motion and a Subjective Evaluation Method.
EURASIP J. Image Video Process., 2007

Interactive Visualization Tool with Graphic Table of Video Contents.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Video summarization using a visual attention model.
Proceedings of the 15th European Signal Processing Conference, 2007

Forward-Backward-Viterbi Procedures in the Transferable Belief Model for State Sequence Analysis Using Belief Functions.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Automatic people detection and counting for athletic videos classification.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Un filtre temporel crédibiliste pour la reconnaissance d'actions humaines dans les vidéos
CoRR, 2006

A Temporal Belief Filter Improving Human Action Recognition in Videos.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Belief scheduling for recognition of human action sequence.
Proceedings of the 9th International Conference on Information Fusion, 2006

Camera motion classification based on Transferable Belief Model.
Proceedings of the 14th European Signal Processing Conference, 2006

Shape-Motion Based Athlete Tracking for Multilevel Action Recognition.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Audio, video and audio-visual signatures for short video clip detection: experiments on Trecvid2003.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Spatio-temporal attention model for video content analysis.
Proceedings of the 2005 International Conference on Image Processing, 2005

Spatiotemporal information fusion for human action recognition in videos.
Proceedings of the 13th European Signal Processing Conference, 2005

Video classification based on low-level feature fusion model.
Proceedings of the 13th European Signal Processing Conference, 2005

Static and dynamic feature-based visual attention model: Comparison to human judgment.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Motion estimation of transparent objects in the frequency domain.
Signal Process., 2004

CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT).
Proceedings of the 2004 TREC Video Retrieval Evaluation, 2004

2003
A robust multiscale B-spline function decomposition for estimating motion transparency.
IEEE Trans. Image Process., 2003

2002
Robust motion estimation using spatial Gabor-like filters.
Signal Process., 2002

Estimation and Analysis of the Deformation of the Cardiac Wall Using Doppler Tissue Imaging.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Video Structuring, Indexing and Retrieval Based on Global Motion Wavelet Coefficients.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Motion transparency constraint equation based on a wavelet function decomposition.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Video shot detection based on linear prediction of motion.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Optical flow constraint equation extended to transparency.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Motion estimation of opaque or transparent objects using triads of Gabor filters.
Signal Process., 2001

Deformation Field Estimation for the Cardiac Wall Using Doppler Tissue Imaging.
Proceedings of the Functional Imaging and Modeling of the Heart, 2001

2000
Fast hardware implementation of Gabor filter based motion estimation.
Integr. Comput. Aided Eng., 2000

Global Motion Fourier Series Expansion for Video Indexing and Retrieval.
Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Robust motion estimation using spatial Gabor filters.
Proceedings of the 10th European Signal Processing Conference, 2000

1998
Spatiotemporal energy-based method for velocity estimation.
Signal Process., 1998

Motion estimation based on triads of Gabor filters: DSP board implementation.
Proceedings of the 9th European Signal Processing Conference, 1998

Fast filter bank synthesis by periodical anamorphosis.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Multidimensional Filtering Inspired by Retino-cortical Projection: Application to Texture Segmentation.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

1996
Cardiac wall tracking using Doppler tissue imaging (DTI).
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994
Scheduling with neural networks: Application to timetable construction.
Neurocomputing, 1994


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