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多源遥感影像高精度自动配准方法研究

程国华 王阿川 陈舒畅 赵宇 范晓锐 刘亚檀

液晶与显示2016,Vol.31Issue(6):604-612,9.
液晶与显示2016,Vol.31Issue(6):604-612,9.DOI:10.3788/YJYXS20163106.0604

多源遥感影像高精度自动配准方法研究

High accuracy-automatic registration method research on multi-source remote sensing image

程国华 1王阿川 1陈舒畅 1赵宇 1范晓锐 1刘亚檀1

作者信息

  • 1. 东北林业大学 信息与计算机工程学院,黑龙江 哈尔滨 150040
  • 折叠

摘要

Abstract

In remote sensing image automatic registration,there are some problems,for example, there are differences between texture image itself and unevenness in feature points extracting.To this problem,the paper proposes a new high precision automatic registration method of multi-source re-mote sensing image.First of all,the Harris operator was improved to extract feature points covering a wider range;and then,the image is divided into blocks,using the improved Harris operator to ex-tract feature points for each block,and then use the block iteration to eliminate wrong feature points, ensuring the distribution of feature points is uniformly and non redundant in the whole image.Second-ly the paper put forward the pyramid-bidirectional-least squares matching algorithm for image matc-hing,completed selection of the final corresponding points.Finally,the paper made use of the TIN to complete accurately correction.The experimental results show that the proposed method of the paper can ensure the corresponding points uniform and reasonable,and it can achieve high precision registra-tion of multi-source remote sensing image,which has certain practical significance.

关键词

遥感影像/Harris算子/自动配准

Key words

remote sensing image/harris operator/automatic registration

分类

信息技术与安全科学

引用本文复制引用

程国华,王阿川,陈舒畅,赵宇,范晓锐,刘亚檀..多源遥感影像高精度自动配准方法研究[J].液晶与显示,2016,31(6):604-612,9.

基金项目

国家级大学生创新项目资助(No.201410225034) (No.201410225034)

哈尔滨市优秀学科带头人基金资助项(No.2014RFXXJ040) (No.2014RFXXJ040)

液晶与显示

OA北大核心CSCDCSTPCD

1007-2780

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