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滤光片多光谱成像中运动目标场景误配准修正

章文洁 黄旻 张桂峰

计算机技术与发展Issue(1):18-21,4.
计算机技术与发展Issue(1):18-21,4.DOI:10.3969/j.issn.1673-629X.2016.01.004

滤光片多光谱成像中运动目标场景误配准修正

Misregistration Correction for Moving Object Scene in Filter-type Multispectral Imaging

章文洁 1黄旻 2张桂峰1

作者信息

  • 1. 中国科学院 光电研究院,北京 100094
  • 2. 中国科学院大学,北京 100049
  • 折叠

摘要

Abstract

Image registration is a key step for multispectral camera to obtain multispectral data cube. The impact of moving objects on im-age registration for filter array type multispectral camera was analyzed. To solve the problem,a method based on the detection of moving vehicles to correct the misregistration is presented. Firstly,the potential regions of misregistration pixels are roughly extracted by change detection,and then the misregistration pixels are screened through the features of moving objects,and these pixels are corrected based on the relationships of space and gray level among the multispectral image sequences. The method is applied to process the multispectral im-age obtained with an 8-channel filter array multispectral camera. The experimental result indicates that the approach could fix the wrong matches effectively and improve the accuracy of multispectral imaging registration. The processed images would be more favorable to im-age interpretation,the classification of multispectral image,object recognition and other subsequent applications.

关键词

多光谱图像/配准/运动目标/目标检测

Key words

multispectral images/registration/moving object/object detection

分类

信息技术与安全科学

引用本文复制引用

章文洁,黄旻,张桂峰..滤光片多光谱成像中运动目标场景误配准修正[J].计算机技术与发展,2016,(1):18-21,4.

基金项目

国家杰出青年基金资助项目(61225024) (61225024)

计算机技术与发展

OACSTPCD

1673-629X

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