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Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR

Anshul Paigwar , David Sierra-Gonzalez , Özgür Erkent , Christian Laugier
ICCVW 2021 - IEEE/CVF International Conference on Computer Vision Workshops, Oct 2021, California, United States. pp.1-9, ⟨10.1109/ICCVW54120.2021.00327⟩
Communication dans un congrès hal-03354114v1
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Driving Behavior Assessment and Anomaly Detection for Intelligent Vehicles

Chule Yang , Alessandro Renzaglia , Anshul Paigwar , Christian Laugier , Danwei Wang
CIS-RAM 2019 - 9th IEEE International Conference on Cybernetics and Intelligent Systems (CIS) Robotics, Automation and Mechatronics (RAM), Nov 2019, Bangkok, Thailand. pp.1-6
Communication dans un congrès hal-02355809v1
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MultiLane: Lane Intention Prediction and Sensible Lane-Oriented Trajectory Forecasting on Centerline Graphs

David Sierra González , Anshul Paigwar , Özgür Erkent , Christian Laugier
ITSC 2022 - 25th IEEE International Conference on Intelligent Transportation Systems, Sep 2022, Macao, China. pp.1-8
Communication dans un congrès hal-03790450v1
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Real-time Collision Risk Estimation based on Stochastic Reachability Spaces

Unmesh Patil , Alessandro Renzaglia , Anshul Paigwar , Christian Laugier
ICAR 2021 - International Conference on Advanced Robotics, Dec 2021, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/ICAR53236.2021.9659485⟩
Communication dans un congrès hal-03416222v1
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Fusing Event-based and RGB camera for Robust Object Detection in Adverse Conditions

Abhishek Tomy , Anshul Paigwar , Khushdeep Singh Mann , Alessandro Renzaglia , Christian Laugier
ICRA 2022 - IEEE International Conference on Robotics and Automation, May 2022, Philadelphia, United States
Communication dans un congrès hal-03591717v1
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Attentional PointNet for 3D-Object Detection in Point Clouds

Anshul Paigwar , Özgür Erkent , Christian Wolf , Christian Laugier
CVPR 2019 - Workshop on Autonomous Driving, Jun 2019, Long Beach, California, United States. pp.1
Poster de conférence hal-02160868v1
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Using Formal Conformance Testing to Generate Scenarios for Autonomous Vehicles

Jean-Baptiste Horel , Christian Laugier , Lina Marsso , Radu Mateescu , Lucie Muller , et al.
DATE/ASD 2022 - Design, Automation and Test in Europe - Autonomous Systems Design, Mar 2022, Antwerp, Belgium. pp.532-537, ⟨10.23919/DATE54114.2022.9774581⟩
Communication dans un congrès hal-03516799v1
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Verifying Collision Risk Estimation using Autonomous Driving Scenarios Derived from a Formal Model

Jean-Baptiste Horel , Philippe Ledent , Lina Marsso , Lucie Muller , Christian Laugier , et al.
Journal of Intelligent and Robotic Systems, 2023, 107 (4), pp.1-45. ⟨10.1007/s10846-023-01808-3⟩
Article dans une revue hal-04138579v1
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Formal Validation of Probabilistic Collision Risk Estimation for Autonomous Driving

Philippe Ledent , Anshul Paigwar , Alessandro Renzaglia , Radu Mateescu , Christian Laugier
CIS-RAM 2019 - 9th IEEE International Conference on Cybernetics and Intelligent Systems (CIS) Robotics, Automation and Mechatronics (RAM), Nov 2019, Bangkok, Thailand. pp.1-6
Communication dans un congrès hal-02355551v1
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Ground Estimation and Point Cloud Segmentation using SpatioTemporal Conditional Random Field

Lukas Rummelhard , Anshul Paigwar , Amaury Nègre , Christian N Laugier
IEEE Intelligent Vehicles Symposium (IV), Jun 2017, Redondo Beach, United States. pp.1105 - 1110, ⟨10.1109/IVS.2017.7995861⟩
Communication dans un congrès hal-01579095v1
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Validation of Perception and Decision-Making Systems for Autonomous Driving via Statistical Model Checking

Mathieu Barbier , Alessandro Renzaglia , Jean Quilbeuf , Lukas Rummelhard , Anshul Paigwar , et al.
IV 2019 - 30th IEEE Intelligent Vehicles Symposium, Jun 2019, Paris, France. pp.252-259, ⟨10.1109/IVS.2019.8813793⟩
Communication dans un congrès hal-02127889v1
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Attentional PointNet for 3D-Object Detection in Point Clouds

Anshul Paigwar , Özgür Erkent , Christian Wolf , Christian Laugier
CVPR 2019 - Workshop on Autonomous driving, Jun 2019, Long Beach, California, United States. pp.1-10, ⟨10.1109/CVPRW.2019.00169⟩
Communication dans un congrès hal-02156555v1
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GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous Vehicles

Anshul Paigwar , Özgür Erkent , David Sierra González , Christian Laugier
IROS 2020 - IEEE/RSJ International Conference on Intelligent Robots and Systems, Oct 2020, Las Vegas, NV, United States. pp.2150-2156, ⟨10.1109/IROS45743.2020.9340979⟩
Communication dans un congrès hal-02927350v1
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Leveraging Dynamic Occupancy Grids for 3D Object Detection in Point Clouds

David Sierra González , Anshul Paigwar , Özgür Erkent , Jilles Dibangoye , Christian Laugier
ICARCV 2020 - 16th IEEE International Conference on Control, Automation, Robotics and Vision, Dec 2020, Shenzhen, China. pp.1-6
Communication dans un congrès hal-03044979v1
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TransFuseGrid: Transformer-based Lidar-RGB fusion for semantic grid prediction

Gustavo Salazar-Gomez , David Sierra González , Manuel Alejandro Diaz-Zapata , Anshul Paigwar , Wenqian Liu , et al.
ICARCV 2022 - 17th International Conference on Control, Automation, Robotics and Vision, Dec 2022, Singapore, Singapore. pp.1-6
Communication dans un congrès hal-03768008v1
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Probabilistic Collision Risk Estimation for Autonomous Driving: Validation via Statistical Model Checking

Anshul Paigwar , Eduard Baranov , Alessandro Renzaglia , Christian Laugier , Axel Legay
IV 2020 – 31st IEEE Intelligent Vehicles Symposium, Oct 2020, Las Vegas, NV, United States. pp.1-7
Communication dans un congrès hal-02696444v1
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Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning

Khushdeep Singh Mann , Abhishek Tomy , Anshul Paigwar , Alessandro Renzaglia , Christian Laugier
IV 2022 - 33rd IEEE Intelligent Vehicles Symposium, Jun 2022, Aachen, Germany. pp.1-6
Communication dans un congrès hal-03663880v1