TY - JOUR PY - 2022// TI - Multi-sensor calibration techniques for camera-LiDAR sensor fusion JO - Transactions of the Korean Society of Automotive Engineers A1 - Bae, Jongwook A1 - Lee, Youngwoo A1 - Koh, Junho A1 - Lee, Jaeyoung A1 - Choi, Junwon SP - 849 EP - 858 VL - 30 IS - 10 N2 - In autonomous vehicles or robots, multiple sensors are used to achieve robust performance in a variety of perception tasks. Multi-sensor calibration is required to establish a spatial correspondence between different sensor coordinates. Camera-LiDAR calibration calculates the external parameters for transforming the representation of sensor data between the camera and LiDAR domains. In this paper, several camera-LiDAR calibration methods are reviewed and their practical applications are discussed. We demonstrate the application of the checkerboard-based camera-LiDAR calibration to a military armed vehicle equipped with Velodyne VLP-32C LiDAR sensor and Kaya Iron SDI 265 camera. We present the experimental results and discuss the practical tips for camera-LiDAR calibration. 키워드: 자율 주행, 센서 융합, 캘리브레이션, 딥러닝, 카메라, 라이다
Language: en
LA - en SN - 1225-6382 UR - http://dx.doi.org/10.7467/KSAE.2022.30.10.849 ID - ref1 ER -