Autocalibration of lidar and optical cameras via edge alignment

J Castorena, US Kamilov… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
… an optical camera. Our approach exploits the natural alignment of depth and intensity edges
… do not require the presence or identification of known alignment targets. On the other hand, …

LiDAR-camera calibration using 3D-3D point correspondences

A Dhall, K Chelani, V Radhakrishnan… - arXiv preprint arXiv …, 2017 - arxiv.org
LiDAR and camera frame and gives a closed form solution. We further show the accuracy of
the estimate by fusing point clouds from two stereo cameras which align … all four edges of the …

Automatic and Targetless Lidar-Camera Extrinsic Calibration Using Edge Alignment

J Yin, F Yan, Y Liu, Y Zhuang - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
edge alignment of LiDAR and camera data to improve the calibration accuracy. Considering
the sparsity of the LiDAR … a LiDAR edge point, we define the two points are edge aligned. A …

Extrinsic calibration of a single line scanning lidar and a camera

K Kwak, DF Huber, H Badino… - 2011 IEEE/RSJ …, 2011 - ieeexplore.ieee.org
alignment error and the point correspondence error. The line alignment error is the RMS
distance between the lidar … fitted line, and selected lidar point and lidar feture of the right edge. …

Automatic targetless cameralidar calibration by aligning edge with gaussian mixture model

J Kang, NL Doh - Journal of Field Robotics, 2020 - Wiley Online Library
… measurement of a camera and LIDAR's sparse geometric measurement can assist each
other. To take advantage of the complementary measurements of a camera and LIDAR, we …

Pixels and 3-D points alignment method for the fusion of camera and LiDAR data

S Xie, D Yang, K Jiang, Y Zhong - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
… the natural alignment of the depth and intensity edges when … projected LiDAR point cloud
corners and optical image edges… these methods are based on the edges of the image and the 3…

Online camera-lidar calibration with sensor semantic information

Y Zhu, C Li, Y Zhang - 2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
… an RGB camera and a light detection and ranging (LiDAR) sensor, … robustly align pairs
of temporally synchronized camera and LiDAR … state-ofthe-art edge feature based auto-calibration …

Semalign: Annotation-free camera-lidar calibration with semantic alignment loss

Z Liu, H Tang, S Zhu, S Han - 2021 IEEE/RSJ International …, 2021 - ieeexplore.ieee.org
… holes for LiDAR and camera to detect edges of the board, and researchers have also
explored to use multiple checkerboards for corner and keypoint detection [5], [13]. Though fully…

Multi-FEAT: Multi-feature edge alignment for targetless camera-LiDAR calibration

B Zhang, RT Rajan - arXiv preprint arXiv:2207.07228, 2022 - arxiv.org
… In order to achieve the goal of alignment between the camera and LiDAR outputs, we need
to perform an edge extraction on the point cloud, which is non-trivial since the points are …

Online cross-calibration of camera and lidar

S Nedevschi - 2017 13th IEEE International Conference on …, 2017 - ieeexplore.ieee.org
… , which can be further used to align the camera and the LIDAR. The problem of most …
For detecting edges in 3D point clouds obtained from LIDAR readings, we follow two steps. …