Logarithmic Fuzzy Entropy Function for Similarity Measurement in Multimodal Medical Images Registration
Joint Authors
Zhao, Jiashi
Yang, Huamin
Jiang, Zhengang
Miao, Yu
Gao, Jiaying
Zhang, Ke
Shi, Weili
Li, Yanfang
He, Fei
He, Wei
Qin, Jun
Chen, Tao
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-02-12
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
Multimodal medical images are useful for observing tissue structure clearly in clinical practice.
To integrate multimodal information, multimodal registration is significant.
The entropy-based registration applies a structure descriptor set to replace the original multimodal image and compute similarity to express the correlation of images.
The accuracy and converging rate of the registration depend on this set.
We propose a new method, logarithmic fuzzy entropy function, to compute the descriptor set.
It is obvious that the proposed method can increase the upper bound value from log(r) to log(r) + ∆(r) so that a more representative structural descriptor set is formed.
The experiment results show that our method has faster converging rate and wider quantified range in multimodal medical images registration.
American Psychological Association (APA)
Miao, Yu& Gao, Jiaying& Zhang, Ke& Shi, Weili& Li, Yanfang& Zhao, Jiashi…[et al.]. 2020. Logarithmic Fuzzy Entropy Function for Similarity Measurement in Multimodal Medical Images Registration. Computational and Mathematical Methods in Medicine،Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1139479
Modern Language Association (MLA)
Miao, Yu…[et al.]. Logarithmic Fuzzy Entropy Function for Similarity Measurement in Multimodal Medical Images Registration. Computational and Mathematical Methods in Medicine No. 2020 (2020), pp.1-16.
https://search.emarefa.net/detail/BIM-1139479
American Medical Association (AMA)
Miao, Yu& Gao, Jiaying& Zhang, Ke& Shi, Weili& Li, Yanfang& Zhao, Jiashi…[et al.]. Logarithmic Fuzzy Entropy Function for Similarity Measurement in Multimodal Medical Images Registration. Computational and Mathematical Methods in Medicine. 2020. Vol. 2020, no. 2020, pp.1-16.
https://search.emarefa.net/detail/BIM-1139479
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1139479