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Multimodal Image Alignment via Linear Mapping between Feature Modalities
Joint Authors
Hou, Sujuan
Chang, Yuchou
Zheng, Yuanjie
Gee, James
Jiang, Yanyun
Source
Journal of Healthcare Engineering
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-07-06
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
We propose a novel landmark matching based method for aligning multimodal images, which is accomplished uniquely by resolving a linear mapping between different feature modalities.
This linear mapping results in a new measurement on similarity of images captured from different modalities.
In addition, our method simultaneously solves this linear mapping and the landmark correspondences by minimizing a convex quadratic function.
Our method can estimate complex image relationship between different modalities and nonlinear nonrigid spatial transformations even in the presence of heavy noise, as shown in our experiments carried out by using a variety of image modalities.
American Psychological Association (APA)
Jiang, Yanyun& Zheng, Yuanjie& Hou, Sujuan& Chang, Yuchou& Gee, James. 2017. Multimodal Image Alignment via Linear Mapping between Feature Modalities. Journal of Healthcare Engineering،Vol. 2017, no. 2017, pp.1-6.
https://search.emarefa.net/detail/BIM-1181268
Modern Language Association (MLA)
Jiang, Yanyun…[et al.]. Multimodal Image Alignment via Linear Mapping between Feature Modalities. Journal of Healthcare Engineering No. 2017 (2017), pp.1-6.
https://search.emarefa.net/detail/BIM-1181268
American Medical Association (AMA)
Jiang, Yanyun& Zheng, Yuanjie& Hou, Sujuan& Chang, Yuchou& Gee, James. Multimodal Image Alignment via Linear Mapping between Feature Modalities. Journal of Healthcare Engineering. 2017. Vol. 2017, no. 2017, pp.1-6.
https://search.emarefa.net/detail/BIM-1181268
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1181268