A Remote Sensing Image Matching Algorithm Based on Anisotropic Scale Space

Manjun Yan, Zefu Tan, Weiming Tian, Aijun Tan, Yi Zhang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

Aiming at the influence of nonlinear brightness difference and noise on remote sensing image matching algorithm, a remote sensing image matching algorithm based on anisotropic scale space is proposed. Firstly, we use the additiveoperator splitting (AOS) algorithm to build the anisotropics cale space; Then, we extract feature points in the nonlinear scale space by Harris algorithm, and use the improved SIFT descriptor to describe the features; Finally, the nearest neighbor distance ratio is used to filter the matching point pairs, and the fast sample consensus (FSC) algorithm is used to delete the mismatch to improve the matching accuracy. This method can maintain the matching accuracy while increase the number of points. Extensive experiments results on different sensors that our method can improve the matching accuracy.

源语言英语
主期刊名ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781728123455
DOI
出版状态已出版 - 12月 2019
已对外发布
活动2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019 - Chongqing, 中国
期限: 11 12月 201913 12月 2019

出版系列

姓名ICSIDP 2019 - IEEE International Conference on Signal, Information and Data Processing 2019

会议

会议2019 IEEE International Conference on Signal, Information and Data Processing, ICSIDP 2019
国家/地区中国
Chongqing
时期11/12/1913/12/19

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