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Multi-sensor Fusion and Cooperative Perception for Autonomous Driving: A Review
Autonomous driving (AD), including single-vehicle intelligent AD and vehicle–infrastructure
cooperative AD, has become a current research hot spot in academia and industry, and …
cooperative AD, has become a current research hot spot in academia and industry, and …
Automotive LiDAR technology: A survey
Nowadays, and more than a decade after the first steps towards autonomous driving, we
keep heading to achieve fully autonomous vehicles on our roads, with LiDAR sensors being …
keep heading to achieve fully autonomous vehicles on our roads, with LiDAR sensors being …
An outline of multi-sensor fusion methods for mobile agents indoor navigation
Y Qu, M Yang, J Zhang, W **e, B Qiang, J Chen - Sensors, 2021 - mdpi.com
Indoor autonomous navigation refers to the perception and exploration abilities of mobile
agents in unknown indoor environments with the help of various sensors. It is the basic and …
agents in unknown indoor environments with the help of various sensors. It is the basic and …
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 …
Targetless extrinsic calibration of multiple small FoV LiDARs and cameras using adaptive voxelization
Determining the extrinsic parameter between multiple light detection and rangings (LiDARs)
and cameras is essential for autonomous robots, especially for solid-state LiDARs, where …
and cameras is essential for autonomous robots, especially for solid-state LiDARs, where …
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 …
RGGNet: Tolerance aware LiDAR-camera online calibration with geometric deep learning and generative model
Accurate LiDAR-camera online calibration is critical for modern autonomous vehicles and
robot platforms. Dominant methods heavily rely on hand-crafted features, which are not …
robot platforms. Dominant methods heavily rely on hand-crafted features, which are not …
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 …
Elasticity meets continuous-time: Map-centric dense 3D LiDAR SLAM
Map-centric SLAM utilizes elasticity as a means of loop closure. This approach reduces the
cost of loop closure while still providing large-scale fusion-based dense maps, when …
cost of loop closure while still providing large-scale fusion-based dense maps, when …
Survey of extrinsic calibration on lidar-camera system for intelligent vehicle: Challenges, approaches, and trends
A system with light detection and ranging (LiDAR) and camera (named as LiDAR-camera
system) plays the essential role in intelligent vehicle (IV), for it provides 3D spatial and 2D …
system) plays the essential role in intelligent vehicle (IV), for it provides 3D spatial and 2D …