| 基于分块互信息的图像配准 |
| |
| 引用本文： | 陈庆芳,吴小俊.基于分块互信息的图像配准[J].计算机工程与应用,2011,47(9):160-162. |
| |
| 作者姓名： | 陈庆芳 吴小俊 |
| |
| 作者单位： | 江南大学,信息工程学院,江苏,无锡,214122 |
| |
| 基金项目： | 国家自然科学基金，国家教育部新世纪人才支持计划，江苏省自然科学基金项目，江南大学创新团队研究计划项目 |
| |
| 摘 要： | 针对传统互信息缺乏利用空间信息而容易导致误配的缺点,提出了基于分块互信息的多模图像配准方法,并运用于可见光与红外图像之间的配准。该方法首先将可见光与红外图像分块,求得每个可见光与红外图像块对的互信息,并由块对中可见光与红外图像的质心间的距离为参数,确定块对的配准系数,求得每个块对的互信息与配准系数的乘积的和,定义为分块互信息,并以此为配准准则。实验表明,该方法运用与可见光与红外光配准,在配准精度上优于传统互信息方法。
|
| 关 键 词： | 互信息 多模图像配准 分块互信息 配准参数 质心 |
| 修稿时间： | |
Image registration based on block mutual information |
| |
| CHEN Qingfang,WU xiaojun.Image registration based on block mutual information[J].Computer Engineering and Applications,2011,47(9):160-162. |
| |
| Authors: | CHEN Qingfang WU xiaojun |
| |
| Affiliation: | School of Information Engineering,Jiangnan University,Wuxi,Jiangsu 214122,China |
| |
| Abstract: | It would cause mistakes in the process of image registration due to absence of spatial information in the conventional registration method based on mutual information.A multi-modality image registration method is proposed based on block mutual information,which is applied to the registration of visual and infrared image.Firstly,both the infrared and visual images are divided into parts,based on which,the mutual information of each block-pairs is computed.Secondly,the distance between the centroid of the infrared and visual images in each block-pairs is computed,and the parameters of registration are obtained.The sum of the products between the mutual information and the registration parameters for each block pairs is computed,which is used as the criterion of image registration.Experiment results show that,image registration based on block mutual information will get more accurate result than traditional method. |
| |
| Keywords: | mutual information multi-modality image registration block mutual information registration coefficient centroid
|
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《计算机工程与应用》浏览原始摘要信息 |
|
点击此处可从《计算机工程与应用》下载全文 |
|
