2024
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only.
CoRR, 2024

3D-COCO: extension of MS-COCO dataset for image detection and 3D reconstruction modules.
CoRR, 2024

The Background Also Matters: Background-Aware Motion-Guided Objects Discovery.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

DIOD: Self-Distillation Meets Object Discovery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Individual Locating of Soccer Players from a Single Moving View.
Sensors, September, 2023

Image Segmentation-based Unsupervised Multiple Objects Discovery.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Generalized Pseudo-Labeling in Consistency Regularization for Semi-Supervised Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

VIBR: Learning View-Invariant Value Functions for Robust Visual Control.
Proceedings of the Conference on Lifelong Learning Agents, 2023

2022
Self-Supervised Pre-training of Vision Transformers for Dense Prediction Tasks.
CoRR, 2022

KaliCalib: A Framework for Basketball Court Registration.
Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

SoccerNet 2022 Challenges Results.
Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

Efficient tracking of team sport players with few game-specific annotations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Single-shot 3D multi-person pose estimation in complex images.
Pattern Recognit., 2021

Using Semantic Information to Improve Generalization of Reinforcement Learning Policies for Autonomous Driving.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

UCP-Net: Unstructured Contour Points for Instance Segmentation.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Evaluating Robustness over High Level Driving Instruction for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

AW-Net: automatic muscle structure analysis on B-mode ultrasound images for injury prevention.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

Analyse visuelle sémantique de scènes: De la modélisation des objets à l'analyse de comportement.
, 2021

2020
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Deep, robust and single shot 3D multi-person human pose estimation in complex images.
CoRR, 2019

LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection.
CoRR, 2019

Deep, Robust and Single Shot 3D Multi-Person Human Pose Estimation from Monocular Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2017
Crowd Behavior Analysis Using Local Mid-Level Visual Descriptors.
IEEE Trans. Circuits Syst. Video Technol., 2017

Closed and Open-World Person Re-Identification and Verification.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

2016
RIMOC, a feature to discriminate unstructured motions: Application to violence detection for video-surveillance.
Comput. Vis. Image Underst., 2016

Bidirectional sparse representations for multi-shot person re-identification.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015
Collaborative Tracking and Distributed Control for an IP-PTZ Camera Network.
Proceedings of the ICPRAM 2015, 2015

2014
Joint hierarchical learning for efficient multi-class object detection.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Perception-prediction-control Architecture for IP Pan-Tilt-Zoom Camera through Interacting Multiple Models.
Proceedings of the VISAPP 2014, 2014

Joint Learning for Multi-class Object Detection.
Proceedings of the VISAPP 2014, 2014

Fast and accurate video annotation using dense motion hypotheses.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
IMM-Based Tracking and Latency Control with Off-the-Shelf IP PTZ Camera.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Détection et localisation d'objets stationnaires par une paire de caméras PTZ.
Traitement du Signal, 2012

Detection and Localisation of Stationary Objects with a Pair of PTZ Cameras.
Proceedings of the VISAPP 2012, 2012

2010
Audio-video surveillance system for public transportation.
Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

Background subtraction adapted to PTZ cameras by keypoint density estimation.
Proceedings of the British Machine Vision Conference, 2010

Background Subtraction for PTZ Cameras Performing a Guard Tour and Application to Cameras with Very Low Frame Rate.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

2009
An Unsupervised Learning based Approach for Unexpected Event Detection.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008
Video Monitoring of Vulnerable People in Home Environment.
Proceedings of the Smart Homes and Health Telematics, 6th International Conference, 2008

2007
Real-Time Posture Analysis in a Crowd using Thermal Imaging.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2005
A Practical Guide to Marker Based and Hybrid Visual Registration for AR Industrial Applications.
Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2003
A 3-D model-based registration approach for the PET, MR and MCG cardiac data fusion.
Medical Image Anal., 2003

Modeling and Tracking of the Cardiac Left Ventricular Motion by a State Space Harmonic Model in MRI Sequence.
Proceedings of the Functional Imaging and Modeling of the Heart, 2003

2002
A Review of Cardiac Image Registration Methods.
IEEE Trans. Medical Imaging, 2002

2001
A 3-D Model-Based Approach for the PET-Functional and MR-Anatomical Cardiac Imaging Data Fusion.
Proceedings of the Functional Imaging and Modeling of the Heart, 2001