A DIRECT-type global optimization algorithm for image registration

被引：3

作者：

Zheng, Cuicui ^{[1
]}

Calvin, James ^{[1
]}

Gotsman, Craig ^{[1
]}

机构：

[1] New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA

来源：

JOURNAL OF GLOBAL OPTIMIZATION | 2021年 / 79卷 / 02期

基金：

美国国家科学基金会;

关键词：

Global optimization; Convergence; Image registration; LIPSCHITZ; AFFINE;

D O I：

10.1007/s10898-020-00914-y

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

Image registration is an important component of many image processing problems which often require optimizing over some set of parameters. In the image registration problem, one attempts to determine the best transformation for aligning similar images. Such problems typically require minimizing a dissimilarity measure with multiple local minima. We describe a global optimization algorithm and apply it to the problem of identifying the best transformation for aligning two images.

引用

页码：431 / 445

页数：15

共 50 条

[31] Synthesis and Optimization of a Stochastic Algorithm for Image Registration Using Shannon's Maximum Mutual Information Criterion [J].

Tashlinskii, A. G. ;

Ibragimov, R. M. ;

Safina, G. L. .

OPTOELECTRONICS INSTRUMENTATION AND DATA PROCESSING, 2024, 60 (02) :181-189

[32] Fast global image registration using random projections [J].

Healy, Dennis M., Jr. ;

Rohde, Gustavo K. .

2007 4TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING : MACRO TO NANO, VOLS 1-3, 2007, :476-+

[33] MrDIRECT: a multilevel robust DIRECT algorithm for global optimization problems [J].

Liu, Qunfeng ;

Zeng, Jinping ;

Yang, Gang .

JOURNAL OF GLOBAL OPTIMIZATION, 2015, 62 (02) :205-227

[34] MrDIRECT: a multilevel robust DIRECT algorithm for global optimization problems [J].

Qunfeng Liu ;

Jinping Zeng ;

Gang Yang .

Journal of Global Optimization, 2015, 62 :205-227

[35] Medical Image Registration Using Particle Swarm Optimization Algorithm with Mutation Operation [J].

Zhu, Zhijun ;

Xu, Wenbo ;

Sun, Jun .

DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, :285-289

[36] An Improved Tunicate Swarm Algorithm for Global Optimization and Image Segmentation [J].

Houssein, Essam H. ;

Helmy, Bahaa El-Din ;

Elngar, Ahmed A. ;

Abdelminaam, Diaa Salama ;

Shaban, Hassan .

IEEE ACCESS, 2021, 9 :56066-56092

[37] Global Optimization Surface-Based Registration for Image-to-Patient Registration Using Gaussian Mixture Model [J].

Chen, Xinrong ;

Wang, Manning ;

Song, Zhijian .

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2015, 5 (08) :1870-1874

[38] Model based global image registration [J].

Gheissari, Niloofar ;

Kamali, Mostafa ;

Mirshams, Parisa ;

Sharafi, Zohreh .

VISAPP 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER VISION THEORY AND APPLICATIONS, VOL 1, 2008, :440-445

[39] A Global-to-Local Algorithm for High-Resolution Optical and SAR Image Registration [J].

Xiang, Yuming ;

Wang, Xuanqi ;

Wang, Feng ;

You, Hongjian ;

Qiu, Xiaolan ;

Fu, Kun .

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61

[40] Static image registration algorithm in high-precision video registration algorithm [J].

Wang Ping .

CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2020, 35 (06) :612-618

← 1 2 3 4 5 →