[HTML][HTML] External multi-modal imaging sensor calibration for sensor fusion: A review
Multi-modal data fusion has gained popularity due to its diverse applications, leading to an
increased demand for external sensor calibration. Despite several proven calibration …
increased demand for external sensor calibration. Despite several proven calibration …
Automatic extrinsic calibration method for lidar and camera sensor setups
Most sensor setups for onboard autonomous perception are composed of LiDARs and
vision systems, as they provide complementary information that improves the reliability of the …
vision systems, as they provide complementary information that improves the reliability of the …
LCCNet: LiDAR and camera self-calibration using cost volume network
X Lv, B Wang, Z Dou, D Ye… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Multi-sensor fusion is for enhancing environment perception and 3D reconstruction in self-
driving and robot navigation. Calibration between sensors is the precondition of effective …
driving and robot navigation. Calibration between sensors is the precondition of effective …
Emerging Trends in Autonomous Vehicle Perception: Multimodal Fusion for 3D Object Detection
The pursuit of autonomous driving relies on developing perception systems capable of
making accurate, robust, and rapid decisions to interpret the driving environment effectively …
making accurate, robust, and rapid decisions to interpret the driving environment effectively …
CalibNet: Geometrically supervised extrinsic calibration using 3D spatial transformer networks
3D LiDARs and 2D cameras are increasingly being used alongside each other in sensor
rigs for perception tasks. Before these sensors can be used to gather meaningful data …
rigs for perception tasks. Before these sensors can be used to gather meaningful data …
Automatic targetless LiDAR–camera calibration: a survey
The recent trend of fusing complementary data from LiDARs and cameras for more accurate
perception has made the extrinsic calibration between the two sensors critically important …
perception has made the extrinsic calibration between the two sensors critically important …
A novel integrated simulation and testing platform for self-driving cars with hardware in the loop
Effective simulation and testing environment is a vital part in the research of self-driving
vehicles. It is capable of testing self-driving software and hardware quickly in a variety of …
vehicles. It is capable of testing self-driving software and hardware quickly in a variety of …
Extrinsic calibration between camera and LiDAR sensors by matching multiple 3D planes
E Kim, SY Park - Sensors, 2019 - mdpi.com
This paper proposes a simple extrinsic calibration method for a multi-sensor system which
consists of six image cameras and a 16-channel 3D LiDAR sensor using a planar …
consists of six image cameras and a 16-channel 3D LiDAR sensor using a planar …
Soac: Spatio-temporal overlap-aware multi-sensor calibration using neural radiance fields
In rapidly-evolving domains such as autonomous driving the use of multiple sensors with
different modalities is crucial to ensure high operational precision and stability. To correctly …
different modalities is crucial to ensure high operational precision and stability. To correctly …
Geometric calibration for LiDAR-camera system fusing 3D-2D and 3D-3D point correspondences
Calibrating the extrinsic parameters on a system of 3D Light Detection And Ranging (LiDAR)
and the monocular camera is a challenging task, because accurate 3D-2D or 3D-3D point …
and the monocular camera is a challenging task, because accurate 3D-2D or 3D-3D point …