An image registration method based on the local and global structures

被引：0

作者：

Peng, Nan ^{[1
]}

Huang, Zhiyong ^{[1
,2
]}

Hou, Zujun ^{[2
]}

机构：

[1] Natl Univ Singapore, Sch Comp, Singapore 117548, Singapore

[2] Inst Infocomm Res, Singapore 138632, Singapore

来源：

ADVANCES IN MULTIMEDIA MODELING, PT 1 | 2007年 / 4351卷

关键词：

multimedia content analysis; multimedia signal processing; image registration;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a novel feature-based image registration method using both the local and global structures of the feature points. To address various imaging conditions, we improve the local structure matching method. Compared to the conventional feature-based image registration methods, our method is robust by guaranteeing the high reliable feature points to be selected and used in the registration process. We have successfully applied our method to images of different conditions.

引用

页码：106 / 115

页数：10

共 50 条

[41] Fundus Image Registration Technique Based on Local Feature of Retinal Vessels
Ramli, Roziana
Hasikin, Khairunnisa
Idris, Mohd Yamani Idna
A. Karim, Noor Khairiah
Wahab, Ainuddin Wahid Abdul
[J]. APPLIED SCIENCES-BASEL, 2021, 11 (23):
[42] Rapid image registration based on local grey scale gradient characteristics
Wen, Jiangtao
Wang, Boxiong
Qin, Yao
[J]. Qinghua Daxue Xuebao/Journal of Tsinghua University, 2009, 49 (05): : 673 - 675
[43] Remote Sensing Image Registration Based on Feature Points of Global Edge
Liu, Siying
Jiang, Jie
[J]. 2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING SYSTEMS AND TECHNIQUES (IST), 2017, : 652 - 657
[44] On Global Transform Preservation by Region Based Interest Points for Image Registration
Kashyap, Manish
Bhattacharya, Mahua
[J]. 2015 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2015, : 61 - 65
[45] A multilevel method for image registration
Haber, E
Modersitzki, J
[J]. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2006, 27 (05) : 1594 - 1607
[46] AN ADAPTIVE METHOD FOR IMAGE REGISTRATION
FLUSSER, J
[J]. PATTERN RECOGNITION, 1992, 25 (01) : 45 - 54
[47] A Method Based on Interpolation Mapping Function For InSAR Image Registration
He, Ke
Chen, Yong-guang
Jia, Xin
Ran, Da
[J]. 2016 IEEE INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION AND COMMUNICATION TECHNOLOGY ICEICT 2016 PROCEEDINGS, 2016, : 351 - 355
[48] A Rapid Automatic Image Registration Method Based on Improved SIFT
Zhu Hongbo
Xu Xuejun
Wang Jing
Chen Xuesong
Jiang Shaohua
[J]. 2011 2ND INTERNATIONAL CONFERENCE ON CHALLENGES IN ENVIRONMENTAL SCIENCE AND COMPUTER ENGINEERING (CESCE 2011), VOL 11, PT A, 2011, 11 : 85 - 91
[49] A Novel Image Registration method Based on Geometrical Outlier Removal
Yang, Han
Li, Xiaorun
Chen, Shuhan
[J]. ALGORITHMS, TECHNOLOGIES, AND APPLICATIONS FOR MULTISPECTRAL AND HYPERSPECTRAL IMAGERY XXV, 2019, 10986
[50] A New Cross-Correlation Based Image Registration Method
Fan, Shu-Kai S.
Chuang, Yu-Chiang
Wu, Jia-Rong
[J]. INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 : 1979 - +

← 1 2 3 4 5 →