Bernard Gosselin

According to our database, Bernard Gosselin authored at least 71 papers between 1996 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Induced Feature Selection by Structured Pruning.

Nathan Hubens, Victor Delvigne, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia

CoRR, 2023

ActioNet: A Lightweight Architecture for Efficient Action Recognition.

Mohammed El Amine Mokhtari, Elias Ennadifi, Matei Mancas, Bernard Gosselin

Proceedings of the 29th ACM Symposium on Virtual Reality Software and Technology, 2023

Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation.

François Rocca, Madison Dave, Valérie Duvivier, Agnès Van Daele, Marc Demeuse, Antoine Derobertmasure, Matei Mancas, Bernard Gosselin

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

Enhancing VR Gaming Experience using Computational Attention Models and Eye-Tracking.

Elias Ennadifi, Thierry Ravet, Matei Mancas, Mohammed El Amine Mokhtari, Bernard Gosselin

Proceedings of the 2023 ACM International Conference on Interactive Media Experiences, 2023

Explainable AI for EEG Biomarkers Identification in Obstructive Sleep Apnea Severity Scoring Task.

Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Enhancing OSA Assessment with Explainable AI.

Luca La Fisca, Celiane Jennebauffe, Marie Bruyneel, Laurence Ris, Laurent Lefebvre, Xavier Siebert, Bernard Gosselin

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Biases in BCI experiments: Do we really need to balance stimulus properties across categories?

Luca La Fisca, Virginie Vandenbulcke, Erika Wauthia, Aurélie Miceli, Isabelle Simoes Loureiro, Laurence Ris, Laurent Lefebvre, Bernard Gosselin, Cyril R. Pernet

Frontiers Comput. Neurosci., 2022

People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID.

Ratha Siv, Matei Mancas, Bernard Gosselin, Dona Valy, Sokchenda Sreng

CoRR, 2022

Deep learning for wheat ear segmentation and ear density measurement: From heading to maturity.

Sébastien Dandrifosse, Elias Ennadifi, Alexis Carlier, Bernard Gosselin, Benjamin Dumont, Benoit Mercatoris

Comput. Electron. Agric., 2022

One-Cycle Pruning: Pruning Convnets With Tight Training Budget.

Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Improve Convolutional Neural Network Pruning by Maximizing Filter Variety.

Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Local Unsupervised Wheat Head Segmentation.

Elias Ennadifi, Sébastien Dandrifosse, Mohammed El Amine Mokhtari, Alexis Carlier, Sohaib Laraba, Benoit Mercatoris, Bernard Gosselin

Proceedings of the 18th IEEE International Conference on Intelligent Computer Communication and Processing, 2022

Semi-synthetic Data for Automatic Drone Shadow Detection.

Mohammed El Amine Mokhtari, Virginie Vandenbulcke, Sohaib Laraba, Matei Mancas, Elias Ennadifi, Mohamed Lamine Tazir, Bernard Gosselin

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

An Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network.

Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia

CoRR, 2021

DeepRare: Generic Unsupervised Visual Attention Models.

Phutphalla Kong, Matei Mancas, Bernard Gosselin, Kimtho Po

CoRR, 2021

One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget.

Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus B. Zaharia

CoRR, 2021

2020

Visual Attention: Deep Rare Features.

Matei Mancas, Phutphalla Kong, Bernard Gosselin

CoRR, 2020

An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network.

Nathan Hubens, Matei Mancas, Marc Decombas, Marius Preda, Titus B. Zaharia, Bernard Gosselin, Thierry Dutoit

Proceedings of the APPIS 2020: 3rd International Conference on Applications of Intelligent Systems, 2020

2019

Towards a better description of visual exploration through temporal dynamic of ambient and focal modes.

Alexandre Milisavljevic, Thomas Le Bras, Matei Mancas, Coralie Petermann, Bernard Gosselin, Karine Doré-Mazars

Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

2018

Do Deep-Learning Saliency Models Really Model Saliency?

Phutphalla Kong, Matei Mancas, Nimol Thuon, Seng Kheang, Bernard Gosselin

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Eye and Mouse Coordination During Task: From Behaviour to Prediction.

Alexandre Milisavljevic, Kevin Hamard, Coralie Petermann, Bernard Gosselin, Karine Doré-Mazars, Matei Mancas

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017

Audio-visual attention: Eye-tracking dataset and analysis toolbox.

Pierre Marighetto, Antoine Coutrot, Nicolas Riche, Nathalie Guyader, Matei Mancas, Bernard Gosselin, Robert Laganière

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016

FUNNRAR: Hybrid rarity/learning visual saliency.

Pierre Marighetto, I. Hadj Abdelkader, S. Duzelier, Marc Decombas, Nicolas Riche, Jérémie Jakubowicz, Matei Mancas, Bernard Gosselin, Robert Laganière

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Head pose estimation & TV Context: current technology.

François Rocca, Matei Mancas, Fabien Grisard, Julien Leroy, Thierry Ravet, Bernard Gosselin

EAI Endorsed Trans. Creative Technol., 2015

An evaluation criterion of saliency models for video seam carving.

Marc Decombas, Pierre Marighetto, Matei Mancas, Ioannis Cassagne, Nicolas Riche, Bernard Gosselin, Thierry Dutoit, Robert Laganière

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Video saliency based on rarity prediction: Hyperaptor.

Ioannis Cassagne, Nicolas Riche, Marc Decombas, Matei Mancas, Bernard Gosselin, Thierry Dutoit, Robert Laganière

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking.

François Rocca, Matei Mancas, Bernard Gosselin

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2014

Flexible sixteen monopole antenna array for microwave breast cancer detection.

Hadi Bahrami, Emily Porter, Adam Santorelli, Bernard Gosselin, Milica Popovic, Leslie A. Rusch

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis.

Nicolas Riche, Matei Mancas, Matthieu Duvinage, Makiese Mibulumukini, Bernard Gosselin, Thierry Dutoit

Signal Process. Image Commun., 2013

A study of parameters affecting visual saliency assessment.

Nicolas Riche, Matthieu Duvinage, Matei Mancas, Bernard Gosselin, Thierry Dutoit

CoRR, 2013

Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation.

Julien Leroy, François Rocca, Matei Mancas, Bernard Gosselin

Proceedings of the 22nd International World Wide Web Conference, 2013

Automatic Geometric Projector Calibration - Application to a 3D Real-time Visual Feedback.

Radhwan Ben Madhkour, Matei Mancas, Bernard Gosselin

Proceedings of the VISAPP 2013, 2013

Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection.

Radhwan Ben Madhkour, Ludovic Burczykowski, Matei Mancas, Bernard Gosselin

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2013

3D Head Pose Estimation for TV Setups.

Julien Leroy, François Rocca, Matei Mancas, Bernard Gosselin

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2013

Biologically plausible context recognition algorithms.

Makiese Mibulumukini, Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit

Proceedings of the IEEE International Conference on Image Processing, 2013

Spatio-temporal saliency based on rare model.

Marc Decombas, Nicolas Riche, Frédéric Dufaux, Béatrice Pesquet-Popescu, Matei Mancas, Bernard Gosselin, Thierry Dutoit

Proceedings of the IEEE International Conference on Image Processing, 2013

Saliency and Human Fixations: State-of-the-Art and Study of Comparison Metrics.

Nicolas Riche, Matthieu Duvinage, Matei Mancas, Bernard Gosselin, Thierry Dutoit

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Rare: A new bottom-up saliency model.

Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Dynamic Saliency Models and Human Attention: A Comparative Study on Videos.

Nicolas Riche, Matei Mancas, Dubravko Culibrk, Vladimir S. Crnojevic, Bernard Gosselin, Thierry Dutoit

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

The Attentive Machine: Be Different!

Julien Leroy, Nicolas Riche, François Zajéga, Matei Mancas, Joëlle Tilmanne, Bernard Gosselin, Thierry Dutoit

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2011

3D Saliency for Abnormal Motion Selection: The Role of the Depth Map.

Nicolas Riche, Matei Mancas, Bernard Gosselin, Thierry Dutoit

Proceedings of the Computer Vision Systems - 8th International Conference, 2011

Abnormal motion selection in crowds using bottom-up saliency.

Matei Mancas, Nicolas Riche, Julien Leroy, Bernard Gosselin

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Person Detection for Indoor Videosurveillance Using Spatio-temporal Integral Features.

Adrien Descamps, Cyril Carincotte, Bernard Gosselin

Proceedings of the Constructing Ambient Intelligence, 2011

Toward a Social Attentive Machine.

Matei Mancas, Nicolas Riche, Julien Leroy, Bernard Gosselin, Thierry Dutoit

Proceedings of the Robot-Human Teamwork in Dynamic Adverse Environment, 2011

2009

On the Use of the Correlation between Acoustic Descriptors for the Normal/Pathological Voices Discrimination.

Thomas Dubuisson, Thierry Dutoit, Bernard Gosselin, Marc Remacle

EURASIP J. Adv. Signal Process., 2009

2007

Haptic access to conventional 2D maps for the visually impaired.

Konstantinos Kostopoulos, Konstantinos Moustakas, Dimitrios Tzovaras, Giorgos Nikolakis, Céline Thillou, Bernard Gosselin

J. Multimodal User Interfaces, 2007

Perceptual Image Representation.

Matei Mancas, Bernard Gosselin, Benoît Macq

EURASIP J. Image Video Process., 2007

A Multifunctional Reading Assistant for the Visually Impaired.

Céline Mancas-Thillou, Silvio Ferreira, Jonathan Demeyer, Christophe Minetti, Bernard Gosselin

EURASIP J. Image Video Process., 2007

Color text extraction with selective metric-based clustering.

Céline Mancas-Thillou, Bernard Gosselin

Comput. Vis. Image Underst., 2007

2006

Segmentation using a region-growing thresholding.

Matei Mancas, Bernard Gosselin, Benoît Macq

Proceedings of the Image Processing: Algorithms and Systems IV, 2006

Character Segmentation-by-Recognition Using Log-Gabor Filters.

Céline Mancas-Thillou, Bernard Gosselin

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Rarity-Based Visual Attention Map - Application to Texture Description.

Matei Mancas, Céline Mancas-Thillou, Bernard Gosselin, Benoît Macq

Proceedings of the International Conference on Image Processing, 2006

Spatial and Color Spaces Combination for Natural Scene Text Extraction.

Céline Mancas-Thillou, Bernard Gosselin

Proceedings of the International Conference on Image Processing, 2006

2005

An Embedded Application for Degraded Text Recognition.

Céline Thillou, Silvio Ferreira, Bernard Gosselin

EURASIP J. Adv. Signal Process., 2005

Artificial neural network-based segmentation and apple grading by machine vision.

Devrim Ünay, Bernard Gosselin

Proceedings of the 2005 International Conference on Image Processing, 2005

Model-guided segmentation of opacified thorax vessels.

Raphaël Sebbe, Bernard Gosselin, Emmanuel Coche, Benoît Macq

Proceedings of the 2005 International Conference on Image Processing, 2005

Camera-based Degraded Character Segmentation into Individual Components.

Céline Mancas-Thillou, Matei Mancas, Bernard Gosselin

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Color Text Extraction from Camera-based Images the Impact of the Choice of the Clustering Distance.

Céline Mancas-Thillou, Bernard Gosselin

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Fast and Automatic Tumoral Area Localisation using Symmetry.

Matei Mancas, Bernard Gosselin, Benoît Macq

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Thresholding-based segmentation and apple grading by machine vision.

Devrim Ünay, Bernard Gosselin

Proceedings of the 13th European Signal Processing Conference, 2005

Sypole: A mobile assistant for the blind.

Vincent Gaudissart, Silvio Ferreira, Céline Thillou, Bernard Gosselin

Proceedings of the 13th European Signal Processing Conference, 2005

Color binarization for complex camera-based images.

Céline Thillou, Bernard Gosselin

Proceedings of the Color Imaging X: Processing, Hardcopy, and Applications, San Jose, 2005

2004

Automatic Fast Detection of Tumor Suspect Areas on CT Scan.

Matei Mancas, Bernard Gosselin, Benoît Macq

Proceedings of the 15th IEEE Visualization Conference, 2004

Towards an automatic tumor segmentation using iterative watersheds.

Matei Mancas, Bernard Gosselin

Proceedings of the Medical Imaging 2004: Image Processing, 2004

Stem-End/Calyx Detection in Apple Fruits - Comparison of Feature Selection Methods and Classifiers.

Devrim Ünay, Bernard Gosselin

Proceedings of the International Conference on Computer Vision and Graphics, 2004

Segmentation-Based Binarization for Color Degraded Images.

Céline Thillou, Bernard Gosselin

Proceedings of the International Conference on Computer Vision and Graphics, 2004

A Prolongation-Based Approach for Recognizing Cut Characters.

Antoine Luijkx, Céline Thillou, Bernard Gosselin

Proceedings of the International Conference on Computer Vision and Graphics, 2004

1998

Enhancing handwritten character images thanks to a re-sampling process based on convex hull extraction.

Bernard Gosselin

Proceedings of the 9th European Signal Processing Conference, 1998

1996

On the use of a hybrid harmonic/stochastic model for TTS synthesis-by-concatenation.

Thierry Dutoit, Bernard Gosselin

Speech Commun., 1996

Multilayer Perceptrons Combination Applied to Handwritten Character Recognition.

Bernard Gosselin

Neural Process. Lett., 1996

Optimal neural networks combination for handwritten character recognition.

Bernard Gosselin

Proceedings of the 8th European Signal Processing Conference, 1996