An FA-SegNet Image Segmentation Model Based on Fuzzy Attention and Its Application in Cardiac MRI Segmentation

Aiming at the medical images segmentation with low-recognition and high background noise, a deep convolution neural network image segmentation model based on fuzzy attention mechanism is proposed, which is called FA-SegNet. It takes SegNet as the basic framework. In the down-sampling module for imag...

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Bibliographic Details
Main Authors: Liu, K. (Author), Xu, S. (Author), Yang, R. (Author), Yin, J. (Author), Yu, J. (Author)
Format: Article
Language:English
Published: Springer Science and Business Media B.V. 2022
Subjects:
Online Access:View Fulltext in Publisher