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A screen-based method for automated camera intrinsic calibration on production lines

  • Hong Kong University of Science and Technology
  • The University of Hong Kong

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

For the manufacture of visual system product, it is necessary to calibrate a massive number of cameras in a limited time and space with a high consistency quality. Traditional calibration method with chessboard pattern is not suitable in the manufacturing industry since its requirement of motions leads to the problem of consistency, cost of space and time. In this work, we present a screen-based solution for automated camera intrinsic calibration on production lines. With screens clearly and easily displaying pixel points, the whole calibration pattern is formed with the dense and uniform points captured by the camera. The calibration accuracy is comparable with the traditional method with chessboard pattern. Unlike a variety of existing methods, our method needs little human interaction, as well as only a limited amount of space, making it easy to be deployed and operated in the industrial environments. With some experiments, we show the comparable performance of the system for perspective cameras and its potential in fisheye cameras with the developments of screens.

源语言英语
主期刊名2019 IEEE 15th International Conference on Automation Science and Engineering, CASE 2019
出版商IEEE Computer Society
392-398
页数7
ISBN(电子版)9781728103556
DOI
出版状态已出版 - 8月 2019
已对外发布
活动15th IEEE International Conference on Automation Science and Engineering, CASE 2019 - Vancouver, 加拿大
期限: 22 8月 201926 8月 2019

出版系列

姓名IEEE International Conference on Automation Science and Engineering
2019-August
ISSN(印刷版)2161-8070
ISSN(电子版)2161-8089

会议

会议15th IEEE International Conference on Automation Science and Engineering, CASE 2019
国家/地区加拿大
Vancouver
时期22/08/1926/08/19

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