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
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)