Vision-based localization using an edge map extracted from 3D laser range data

P Borges, R Zlot, M Bosse, S Nuske… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
edges in the map with edges extracted from the camera … used to test if a lidar point lies on a
potential edge. If there is … from known vehicle poses are aligned with the image edges. This is …

Adaptive Point-Line Fusion: A Targetless LiDARCamera Calibration Method with Scheme Selection for Autonomous Driving

Y Zhou, T Han, Q Nie, Y Zhu, M Li, N Bian, Z Li - Sensors, 2024 - mdpi.com
edge features [6,7] from LIDAR and cameras to establish a correlation between 3D point
clouds and 2D points. Aligning edgesLiDAR poses to transform the challenge of aligning 3D …

EIL‐SLAM: Depth‐enhanced edge‐based infrared‐LiDAR SLAM

W Chen, Y Wang, H Chen, Y Liu - Journal of Field Robotics, 2022 - Wiley Online Library
… A thermal infrared camera and a 3D LiDAR are combined to provide robust perception.
EIVO is proposed using geometric semidense edge alignment. The solution exhibits evident …

PBACalib: Targetless extrinsic calibration for high-resolution LiDAR-camera system based on plane-constrained bundle adjustment

F Chen, L Li, S Zhang, J Wu… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
edges from the structural environment. The extrinsics were iteratively optimized by aligning
2D-3D edges. In … as a geometric prior and minimized the alignment error iteratively to find the …

Compact 3d map-based monocular localization using semantic edge alignment

K Qiu, S Chen, J Zhang, R Huang, L Cui, S Zhu… - arXiv preprint arXiv …, 2021 - arxiv.org
… For example, a point cloud map constructed by a Lidar can not only be used for Lidar-based
localization, but also a monocular camera-based localization approach [1]. A more general …

[PDF][PDF] Robust maximum-likelihood on-line LiDAR-to-camera calibration monitoring and refinement

J Moravec, R Šára - Proceedings of the Computer Vision Winter …, 2018 - researchgate.net
In this paper, we present a novel method for online LiDARCamera system calibration
tracking and refinement. The method is correspondencefree, formulated as a maximum-likelihood …

LiDAR and camera fusion approach for object distance estimation in self-driving vehicles

GA Kumar, JH Lee, J Hwang, J Park, SH Youn, S Kwon - Symmetry, 2020 - mdpi.com
… the camera images is performed using the Sobel edge detection … In this evaluation, we utilized
the point cloud aligned camera … was estimated from the points aligned on the image pixel. …

Low-drift and real-time lidar odometry and mapping

J Zhang, S Singh - Autonomous robots, 2017 - Springer
… Here, we use the convention of cameras. The x-axis is … \), we find edge points and planar
points from the lidar cloud … is rotated to align with the initial orientation of the lidar in that sweep, (…

Tightly-coupled camera/LiDAR integration for point cloud generation from GNSS/INS-assisted UAV mapping systems

T Zhou, SM Hasheminasab, A Habib - ISPRS Journal of Photogrammetry …, 2021 - Elsevier
… show that using LiDAR data can … camera/LiDAR integration strategy is capable of accurately
estimating system calibration parameters to achieve good alignment among camera/LiDAR

Targetless Extrinsic Calibration of Camera and LiDAR via Identifying True 2D-3D Line Matching among Unknown Line Correspondences of Structured Environments

L Zhou, Y Zhang, L Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
… [24] extract edges from the camera image and the grayscale images based on LiDAR
Estimation to achieve the alignment of camera edges and the LiDAR edges. Nevertheless, the …