An Image Decomposition Fusion Method for Medical Images
Joint Authors
Chang, Lihong
Ma, Wan
Jin, Yu
Xu, Li
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-29
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
A fusion method based on the cartoon+texture decomposition method and convolution sparse representation theory is proposed for medical images.
It can be divided into three steps: firstly, the cartoon and texture parts are obtained using the improved cartoon-texture decomposition method.
Secondly, the fusion rules of energy protection and feature extraction are used in the cartoon part, while the fusion method of convolution sparse representation is used in the texture part.
Finally, the fused image is obtained using superimposing the fused cartoon and texture parts.
Experiments show that the proposed algorithm is effective.
American Psychological Association (APA)
Chang, Lihong& Ma, Wan& Jin, Yu& Xu, Li. 2020. An Image Decomposition Fusion Method for Medical Images. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1195208
Modern Language Association (MLA)
Chang, Lihong…[et al.]. An Image Decomposition Fusion Method for Medical Images. Mathematical Problems in Engineering No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1195208
American Medical Association (AMA)
Chang, Lihong& Ma, Wan& Jin, Yu& Xu, Li. An Image Decomposition Fusion Method for Medical Images. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1195208
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1195208