Fabien Moutarde

Orcid: 0000-0003-4799-7285

According to our database1, Fabien Moutarde authored at least 66 papers between 1998 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
LED: Light Enhanced Depth Estimation at Night.
CoRR, 2024

NeRAF: 3D Scene Infused Neural Radiance and Acoustic Fields.
CoRR, 2024

Mesoscale Traffic Forecasting for Real-Time Bottleneck and Shockwave Prediction.
CoRR, 2024

HiER: Highlight Experience Replay for Boosting Off-Policy Reinforcement Learning Agents.
IEEE Access, 2024

MBAPPE: MCTS-Built-Around Prediction for Planning Explicitly.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

2023
GRI: General Reinforced Imitation and Its Application to Vision-Based Autonomous Driving.
Robotics, August, 2023

HiER: Highlight Experience Replay and Easy2Hard Curriculum Learning for Boosting Off-Policy Reinforcement Learning Agents.
CoRR, 2023

TSGN: Temporal Scene Graph Neural Networks with Projected Vectorized Representation for Multi-Agent Motion Prediction.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

The Audio-Visual BatVision Dataset for Research on Sight and Sound.
IROS, 2023

Reward Relabelling for Combined Reinforcement and Imitation Learning on Sparse-reward Tasks.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Vision and Wi-Fi fusion in probabilistic appearance-based localization.
Int. J. Robotics Res., 2022

Uncertainty estimation for Cross-dataset performance in Trajectory prediction.
CoRR, 2022

Assessing Cross-dataset Generalization of Pedestrian Crossing Predictors.
Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling.
CoRR, 2021

Asymmetrical Bi-RNN for pedestrian trajectory encoding.
CoRR, 2021

HOME: Heatmap Output for future Motion Estimation.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

TrouSPI-Net: Spatio-temporal attention on parallel atrous convolutions and U-GRUs for skeletal pedestrian crossing prediction.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Generative Model for Skeletal Human Movements Based on Conditional DC-GAN Applied to Pseudo-Images.
Algorithms, 2020

Predicting Intentions of Pedestrians from 2D Skeletal Pose Sequences with a Representation-Focused Multi-Branch Deep Learning Network.
Algorithms, 2020

End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Is Deep Reinforcement Learning Really Superhuman on Atari?
CoRR, 2019

Multi-users online recognition of technical gestures for natural human-robot collaboration in manufacturing.
Auton. Robots, 2019

Urban Localization with Street Views using a Convolutional Neural Network for End-to-End Camera Pose Regression.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Real-Time Gestural Control of Robot Manipulator Through Deep Learning Human-Pose Inference.
Proceedings of the Computer Vision Systems, 12th International Conference, 2019

2018
A Natural User Interface for Gestural Expression and Emotional Elicitation to Access the Musical Intangible Cultural Heritage.
ACM Journal on Computing and Cultural Heritage, 2018

Multiview Based 3D Scene Understanding On Partial Point Sets.
CoRR, 2018

Coupled Longitudinal and Lateral Control of a Vehicle using Deep Learning.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

End to End Vehicle Lateral Control Using a Single Fisheye Camera.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Deep Learning for Hand Gesture Recognition on Skeletal Data.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
Topological localization using Wi-Fi and vision merged into FABMAP framework.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016
Analysis of Large-Scale Traffic Dynamics in an Urban Transportation Network Using Non-Negative Tensor Factorization.
Int. J. Intell. Transp. Syst. Res., 2016

A Distributed Model Predictive Control Framework for Road-Following Formation Control of Car-like Vehicles (Extended Version).
CoRR, 2016

Fingers gestures early-recognition with a unified framework for RGB or depth camera.
Proceedings of the 3rd International Symposium on Movement and Computing, 2016

Towards the design of augmented feedforward and feedback for sensorimotor learning of motor skills.
Proceedings of the 3rd International Symposium on Movement and Computing, 2016

A tabletop instrument for manipulation of sound morphologies with hands, fingertips and upper-body.
Proceedings of the 3rd International Symposium on Movement and Computing, 2016

A User-Adaptive Gesture Recognition System Applied to Human-Robot Collaboration in Factories.
Proceedings of the 3rd International Symposium on Movement and Computing, 2016

A hierarchical Model Predictive Control framework for on-road formation control of autonomous vehicles.
Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Improving robustness of monocular urban localization using augmented Street View.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Motion planning for urban autonomous driving using Bézier curves and MPC.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Monocular urban localization using street view.
Proceedings of the 14th International Conference on Control, 2016

A distributed MPC framework for road-following formation control of car-like vehicles.
Proceedings of the 14th International Conference on Control, 2016

2015

Decentralized model predictive control for smooth coordination of automated vehicles at intersection.
Proceedings of the 14th European Control Conference, 2015

2014
Humanoid Robot Navigation: Getting Localization Information from Vision.
J. Intell. Syst., 2014

Capture, Modeling, and Recognition of Expert Technical Gestures in Wheel-Throwing Art of Pottery.
ACM Journal on Computing and Cultural Heritage, 2014

Priority-based coordination of autonomous and legacy vehicles at intersection.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013
Recognition of supplementary signs for correct interpretation of traffic signs.
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

2012
Statistical Traffic State Analysis in Large-scale Transportation Networks Using Locality-Preserving Non-negative Matrix Factorization
CoRR, 2012

Analysis of Large-scale Traffic Dynamics using Non-negative Tensor Factorization
CoRR, 2012

Fast 3D Keypoints Detector and Descriptor for View-Based 3D Objects Recognition.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

Subsign detection with region-growing from contrasted seeds.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
Analysis of network-level traffic states using locality preservative non-negative matrix factorization.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

3D keypoint detectors and descriptors for 3D objects recognition with TOF camera.
Proceedings of the Three-Dimensional Imaging, 2011

2010
Joint interpretation of on-board vision and static GPS cartography for determination of correct speed limit
CoRR, 2010

Spatial and temporal analysis of traffic states on large scale networks.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

2009
Modular Traffic Sign Recognition applied to on-vehicle real-time visual detection of American and European speed limit signs
CoRR, 2009

Visual object categorization with new keypoint-based adaBoost features
CoRR, 2009

Introducing New AdaBoost Features for Real-Time Vehicle Detection
CoRR, 2009

Adaboost with "Keypoint Presence Features" for Real-Time Vehicle Visual Detection
CoRR, 2009

PhD forum: Keypoints-based background model and foreground pedestrians extraction for future smart cameras.
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

2008
Person re-identification in multi-camera system by signature based on interest point descriptors collected on short video sequences.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

A robot behavior-learning experiment using Particle Swarm Optimization for training a neural-based animat.
Proceedings of the 10th International Conference on Control, 2008

2004
Fast semi-automatic segmentation algorithm for Self-Organizing Maps.
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

1998
Adaptive Compression of Still Images: Automating the Choice of Algorithm and Parameters.
Proceedings of the Electronic Imaging: Processing, 1998


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