SIA OpenIR  > 光电信息技术研究室
Accurate matching method of multimodal image based on phase congruency and local mutual information
Zhao CY(赵春阳); Zhao HC(赵怀慈); Zhao G(赵刚)
作者部门光电信息技术研究室
会议名称International Symposium on Optoelectronic Technology and Application 2014
会议日期May 13-15, 2014
会议地点Beijing, China
会议录名称Proc. Of SPIE 9301, International Symposium on Optoelectronic Technology and Application
出版者SPIE
出版地Bellingham, WA
2014
页码1-6
收录类别EI ; CPCI(ISTP)
EI收录号20150800551948
WOS记录号WOS:000349327100023
产权排序1
ISSN号0277-786X
关键词Multimodal Image Matching Monogenic Phase Congruency Edge Orientation Histogram Multi Candidate Point Matching Normalized Mutual Information
摘要Multimodal image matching is difficult because of the contrast and intensity difference of the images. For solving this problem, a new matching method based on the phase congruency, histograms of oriented gradients and local normalized mutual information was proposed. The proposed method first extract feature points and edge map based on monogenic signal and phase congruency method which is insensitivity to variations in illumination and contrast. Then, the Monogenic Phase Congruency Edge Descriptor based on edge orientation histogram was generated by gathering the edge information of orientations from edge map around the feature point. For increasing the matched point-pair number, the Multi Candidate Point Matching Method by selecting multi better candidate matching points for each feature point was presented. Finally, the location accuracy was refined using local normalized mutual information method. The experimental results indicated that the proposed method could achieve higher performance in heterogonous image matching, the average matching correct rate up to 88%, is about 3 times of SURF matching method.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/15342
专题光电信息技术研究室
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
2.Key-Laboratory of Opto-Electronic Processing, CAS, Liaoning Shenyang, China
3.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Zhao CY,Zhao HC,Zhao G. Accurate matching method of multimodal image based on phase congruency and local mutual information[C]. Bellingham, WA:SPIE,2014:1-6.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Accurate matching me(595KB) 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Zhao CY(赵春阳)]的文章
[Zhao HC(赵怀慈)]的文章
[Zhao G(赵刚)]的文章
百度学术
百度学术中相似的文章
[Zhao CY(赵春阳)]的文章
[Zhao HC(赵怀慈)]的文章
[Zhao G(赵刚)]的文章
必应学术
必应学术中相似的文章
[Zhao CY(赵春阳)]的文章
[Zhao HC(赵怀慈)]的文章
[Zhao G(赵刚)]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Accurate matching method of multimodal image based on phase congruency and local mutual information.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。