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Research on Performance of Sub-pixel Displacement Measurement Algorithm

  • Lu Ping
  • , Zhao Jiangang
  • , Li Gang
  • , He Bin
  • , Wang Zhipeng
  • , Zhou Yanmin
  • , Long Bo
  • Tongji University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

N-R algorithm, surface fitting algorithm, gradient algorithm and IC-GN algorithm are the main sub-pixel displacement measurement algorithms in digital image correlation method to improve the displacement measurement accuracy. In this paper, the simulation speckle pattern is generated by computer numerical simulation to carry out experiments, and the calculation accuracy and efficiency of the above four algorithms are compared. The results show that the N-R algorithm has the lowest calculation efficiency and the surface fitting method has the lowest calculation accuracy. The calculation efficiency and accuracy of gradient algorithm, IC-GN method are between N-R algorithm and surface fitting method, which is more suitable for engineering applications.

源语言英语
主期刊名2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021
出版商Institute of Electrical and Electronics Engineers Inc.
32-36
页数5
ISBN(电子版)9780738131221
DOI
出版状态已出版 - 26 3月 2021
已对外发布
活动2nd IEEE International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021 - Nanchang, 中国
期限: 26 3月 202128 3月 2021

出版系列

姓名2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021

会议

会议2nd IEEE International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering, ICBAIE 2021
国家/地区中国
Nanchang
时期26/03/2128/03/21

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