activity
20202022
most citedLidar for Autonomous Driving: The principles, challenges, and trends for automotive lidar and perception systems

692 citations · 713 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2022★ 1 cited

Emergent Visual Sensors for Autonomous Vehicles

You Li, Julien Moreau, Javier Ibanez-Guzman

Autonomous vehicles rely on perception systems to understand their surroundings for further navigation missions. Cameras are essential for perception systems due to the advantages…

cs.RO2022★ 18 cited

3D ToF LiDAR in Mobile Robotics: A Review

Tao Yang, You Li, Cheng Zhao +5

In the past ten years, the use of 3D Time-of-Flight (ToF) LiDARs in mobile robotics has grown rapidly. Based on our accumulation of relevant research, this article systematically r…

cs.CV2021

Fusion of neural networks, for LIDAR-based evidential road mapping

Edouard Capellier, Franck Davoine, Veronique Cherfaoui +1

LIDAR sensors are usually used to provide autonomous vehicles with 3D representations of their environment. In ideal conditions, geometrical models could detect the road in LIDAR s…

cs.RO2020

InsClustering: Instantly Clustering LiDAR Range Measures for Autonomous Vehicle

You Li, Clément Le Bihan, Txomin Pourtau +1

LiDARs are usually more accurate than cameras in distance measuring. Hence, there is strong interest to apply LiDARs in autonomous driving. Different existing approaches process th…

cs.CV2020★ 1 cited

Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning

Abdelhak Loukkal, Yves Grandvalet, Tom Drummond +1

Camera-based end-to-end driving neural networks bring the promise of a low-cost system that maps camera images to driving control commands. These networks are appealing because the…

cs.RO2020★ 692 cited

Lidar for Autonomous Driving: The principles, challenges, and trends for automotive lidar and perception systems

You Li, Javier Ibanez-Guzman

Autonomous vehicles rely on their perception systems to acquire information about their immediate surroundings. It is necessary to detect the presence of other vehicles, pedestrian…