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题名

Automatic Extrinsic Calibration for Lidar-Photoneo Camera Using a Hemispherical Calibration Board

作者
通讯作者Wu,Jing
DOI
发表日期
2023
会议名称
2023 The 9th International Conference on Mechatronics and Robotics Engineering
ISBN
978-1-6654-6327-0
会议录名称
页码
219-224
会议日期
2023.1.10
会议地点
Shen zhen, China
出版地
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者
摘要

The reliability of the extrinsic parameters of 3D Light Detection and Ranging (LiDAR) and camera is a prerequisite to ensure the common operation of intelligent perception systems. Compared with structured light cameras, monocular or binocular cameras commonly used in intelligent perception systems cannot provide rich and high-precision environmental information. Therefore, the extrinsic parameter calibration between the structured light camera and the lidar is very necessary for the information fusion between both. Here we propose a novel method for extrinsic parameters calibration between structured light camera and 3D lidar to enhance the intelligent perception capacity. The hemispherical surface on the calibration board can provide enough effective point clouds, so that the accurate coordinates of the center of the sphere can be stably fitted. And the extrinsic parameters can be solved by considering the centers of the sphere as reference points. To demonstrate the performance of this method, we value it by rotation error and translation error, using the ground truth value obtained from the simulation environment established by gazebo. The experimental results show that our method can get more reliable and accuracy extrinsic parameters between the structured light camera and lidar comparing toward the original method when the transformation is not pure translation.

其他摘要

 

关键词
学校署名
第一 ; 通讯
语种
英语
相关链接[Scopus记录]
收录类别
资助项目
National Science Foundation of China(NSFC)["U1913603","62203205"]
WOS研究方向
Computer Science ; Engineering ; Robotics
WOS类目
Computer Science, Artificial Intelligence ; Engineering, Mechanical ; Robotics
WOS记录号
WOS:001008746000039
Scopus记录号
2-s2.0-85159148363
来源库
Scopus
全文链接https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10106574
引用统计
被引频次[WOS]:0
成果类型会议论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/536780
专题工学院_机械与能源工程系
作者单位
Southern University of Science and Technology (SUSTech),The Department of Mechanical and Energy Engineering,Shenzhen,China
第一作者单位机械与能源工程系
通讯作者单位机械与能源工程系
第一作者的第一单位机械与能源工程系
推荐引用方式
GB/T 7714
Ge,Yangtao,Yao,Chen,Wang,Zirui,et al. Automatic Extrinsic Calibration for Lidar-Photoneo Camera Using a Hemispherical Calibration Board[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2023:219-224.
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