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基于3D Zernike矩的快速地形匹配算法

王可东 周俊杰

全球定位系统2023,Vol.48Issue(6):58-66,9.
全球定位系统2023,Vol.48Issue(6):58-66,9.DOI:10.12265/j.gnss.2023130

基于3D Zernike矩的快速地形匹配算法

A fast terrain matching algorithm based on 3D Zernike moment

王可东 1周俊杰1

作者信息

  • 1. 北京航空航天大学宇航学院, 北京 100191
  • 折叠

摘要

Abstract

In view of the current terrain matching algorithm based on 3D Zernike moment,which is computationally heavy and has poor real-time performance,this paper proposes a fast calculation method of 3D Zernike moment for terrain matching and a matching method that only uses odd-order descriptors to form feature vectors.The forming of method is based on the analysis of the computational process of 3D Zernike moments and the performance of odd-order descriptors.The simulation results show that the fast algorithm proposed in this paper can not only significantly reduce the amount of computation,but also improve the matching accuracy.

关键词

3D Zernike矩/地形匹配/快速算法/奇数阶描述子/偶数阶描述子

Key words

3D Zernike moment/terrain matching/fast algorithm/odd-order descriptor/even-order descriptor

分类

天文与地球科学

引用本文复制引用

王可东,周俊杰..基于3D Zernike矩的快速地形匹配算法[J].全球定位系统,2023,48(6):58-66,9.

基金项目

国家自然科学基金(62173011) (62173011)

全球定位系统

OACSCD

1008-9268

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