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Jul, 2021
Sharp U-Net: 用于生物医学图像分割的深度可分离卷积网络
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation
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Hasib Zunair, A. Ben Hamza
TL;DR
本研究提出了一种名为Sharp U-Net的深度卷积神经网络模型,它采用深度卷积和锐化滤波器来解决U-Net的模糊和区域过度或不足的问题,在二元和多类医学图像分割任务中,使用该模型获得了超过同领域基线模型的性能表现。
Abstract
The
u-net
architecture, built upon the fully convolutional network, has proven to be effective in
biomedical image segmentation
. However,
u-net
→