Elastic X-ray image registration based on mutual information and thin-plate spline

Jian Yang; Yong Tian Wang; Song Yuan Tang; Shou Jun Zhou; Yue Liu

Elastic X-ray image registration based on mutual information and thin-plate spline

Jian Yang^*, Yong Tian Wang, Song Yuan Tang, Shou Jun Zhou, Yue Liu

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

Abstract

A novel technique based on mutual information and thin-plate spline is proposed for the registration of coronary angiography images. This method not only resolves the uncertain problem of the calculating block size of traditional template matching method, but also removes the bad influence of the starting point of the optimization and insures to find global minimum. Experimental results show that the proposed method is able to achieve sub-pixel registration precision.

Original language	English
Pages (from-to)	127-130
Number of pages	4
Journal	Tien Tzu Hsueh Pao/Acta Electronica Sinica
Volume	35
Issue number	1
Publication status	Published - Jan 2007

Keywords

Angiography
Elastic registration
Mutual information
Thin-plate spline

Cite this

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title = "Elastic X-ray image registration based on mutual information and thin-plate spline",

abstract = "A novel technique based on mutual information and thin-plate spline is proposed for the registration of coronary angiography images. This method not only resolves the uncertain problem of the calculating block size of traditional template matching method, but also removes the bad influence of the starting point of the optimization and insures to find global minimum. Experimental results show that the proposed method is able to achieve sub-pixel registration precision.",

keywords = "Angiography, Elastic registration, Mutual information, Thin-plate spline",

author = "Jian Yang and Wang, {Yong Tian} and Tang, {Song Yuan} and Zhou, {Shou Jun} and Yue Liu",

year = "2007",

month = jan,

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journal = "Tien Tzu Hsueh Pao/Acta Electronica Sinica",

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T1 - Elastic X-ray image registration based on mutual information and thin-plate spline

AU - Yang, Jian

AU - Wang, Yong Tian

AU - Tang, Song Yuan

AU - Zhou, Shou Jun

AU - Liu, Yue

PY - 2007/1

Y1 - 2007/1

N2 - A novel technique based on mutual information and thin-plate spline is proposed for the registration of coronary angiography images. This method not only resolves the uncertain problem of the calculating block size of traditional template matching method, but also removes the bad influence of the starting point of the optimization and insures to find global minimum. Experimental results show that the proposed method is able to achieve sub-pixel registration precision.

AB - A novel technique based on mutual information and thin-plate spline is proposed for the registration of coronary angiography images. This method not only resolves the uncertain problem of the calculating block size of traditional template matching method, but also removes the bad influence of the starting point of the optimization and insures to find global minimum. Experimental results show that the proposed method is able to achieve sub-pixel registration precision.

KW - Angiography

KW - Elastic registration

KW - Mutual information

KW - Thin-plate spline

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SN - 0372-2112

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JO - Tien Tzu Hsueh Pao/Acta Electronica Sinica

JF - Tien Tzu Hsueh Pao/Acta Electronica Sinica

IS - 1

ER -

Elastic X-ray image registration based on mutual information and thin-plate spline

Abstract

Keywords

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