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

[31] Image registration based on the structure tensor of the local phase
Li, Zhang
van Vliet, Lucas J.
Stoker, Jaap
Vos, Frans M.
MEDICAL IMAGING 2015: IMAGE PROCESSING, 2015, 9413
[32] Contour-based image registration with local deformations
Lie, WN
Chuang, CH
OPTICAL ENGINEERING, 2003, 42 (05) : 1405 - 1416
[33] Robust image registration based on local standard deviation and image intensity
Omer, Osama A.
Tanaka, Toshihisa
2007 6TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS & SIGNAL PROCESSING, VOLS 1-4, 2007, : 1020 - 1024
[34] A local feature extraction method for UAV-based image registration based on virtual line descriptors
Lei Xing
Wujiao Dai
Signal, Image and Video Processing, 2021, 15 : 705 - 713
[35] A local feature extraction method for UAV-based image registration based on virtual line descriptors
Xing, Lei
Dai, Wujiao
SIGNAL IMAGE AND VIDEO PROCESSING, 2021, 15 (04) : 705 - 713
[36] Multiresolution image registration based on tree data structures
Bardera, Anton
Boada, Imma
Feixas, Miquel
Rigau, Jaume
Sbert, Mateu
GRAPHICAL MODELS, 2011, 73 : 111 - 126
[37] AN AUTOMATIC GLOBAL-TO-LOCAL IMAGE REGISTRATION BASED ON SIFT AND THIN-PLATE SPLINE (TPS)
Zhou, Yuhao
Yu, Qiuze
Hua, Sunni
Yin, Wen
Li, Yuanxiang
2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 2535 - 2538
[38] A MULTICORE BASED PARALLEL IMAGE REGISTRATION METHOD
Yang, Lin
Gong, Leiguang
Zhang, Hong
Nosher, John L.
Foran, David J.
2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 98 - +
[39] A subspace method for fourier based image registration
Xu, Min
Varshney, Pramod K.
Niu, Ruixin
2006 FORTIETH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1-5, 2006, : 425 - +
[40] A New Method Based On Image Registration Algorithm
Hu, Weiwei
MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3305 - 3308

← 1 2 3 4 5 →