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运用SI-Harris算子提取遥感图像点特征

孟伟灿 朱述龙 曹闻 杨海鹏 刘岩

测绘科学技术学报Issue(4):383-387,5.
测绘科学技术学报Issue(4):383-387,5.DOI:10.3969/j.issn.1673-6338.2014.04.012

运用SI-Harris算子提取遥感图像点特征

Point Feature Extraction of Remote Sensing Image Using SI-Harris

孟伟灿 1朱述龙 1曹闻 1杨海鹏 2刘岩3

作者信息

  • 1. 信息工程大学,河南 郑州 450001
  • 2. 65631部队,辽宁 锦州 121000
  • 3. 第二炮兵房地产管理局,北京 100085
  • 折叠

摘要

Abstract

Scale Invariant Harris SI-Harris was applied to detecting interest points on remotely-sensed images and its rigorous formulas were derived. Then the focus of the paper was put on the experimental comparisons between the results obtained by Harris and SI-Harris on different resolution remote sensing images. The repeatability rate was used to quantitatively evaluate the experiment results. The experiments indicate that the repeatability rate of SI-Harris was obvious higher than Harris s. SI-Harris can be used to detect interest points on different resolution remote sensing images and then can serve the matching of different resolution images.

关键词

Harris算子/尺度不变Harris算子/重复率/遥感图像/点特征/分辨率

Key words

Harris/SI-Harris Scale Invariant Harris/repeatability rate/remote sensing image/point feature/resolution

分类

天文与地球科学

引用本文复制引用

孟伟灿,朱述龙,曹闻,杨海鹏,刘岩..运用SI-Harris算子提取遥感图像点特征[J].测绘科学技术学报,2014,(4):383-387,5.

基金项目

国家自然科学基金项目(41101396;41001262)。 (41101396;41001262)

测绘科学技术学报

OA北大核心CSCDCSTPCD

1673-6338

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