Deep Guidance Network for Biomedical Image Segmentation

Segmentation of 2D images is a fundamental problem for biomedical image analysis. The most widely used architecture for biomedical image segmentation is U-Net. U-Net introduces skip-connections to restore the spatial information loss caused by down-sampling operations. However, for some tasks such a...

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Bibliographic Details
Main Authors: Pengshuai Yin, Rui Yuan, Yiming Cheng, Qingyao Wu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9118916/