MSCAReg‐Net: Multi‐scale complexity‐aware convolutional neural network for deformable image registration

MSCAReg‐Net: Multi‐scale complexity‐aware convolutional neural network for deformable image registration

Abstract Deep learning‐based image registration (DLIR) has been widely developed, but it remains challenging in perceiving small and large deformations. Besides, the effectiveness of the DLIR methods was also rarely validated on the downstream tasks. In the study, a multi‐scale complexity‐aware regi...

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Bibliographic Details
Main Authors: Hu Yu, Qiang Zheng, Fang Hu, Chaoqing Ma, Shuo Wang, Shuai Wang
Format: Article
Language:English
Published: Wiley 2024-03-01
Series:IET Image Processing
Subjects:
biomedical MRI
computer vision
convolutional neural nets
image registration
medical image processing
unsupervised learning
Online Access:https://doi.org/10.1049/ipr2.12988

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