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Jun, 2023
Chan-Vese注意力U-Net:用于稳健分割的注意力机制
Chan-Vese Attention U-Net: An attention mechanism for robust segmentation
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Nicolas Makaroff, Laurent D. Cohen
TL;DR
本文提出基于Chan-Vese能量最小化的新关注门机制,用于更精确地控制标准CNN结构(如U-Net模型)产生的分割掩模,研究结果显示其在医学图像分割方面具有优越性。
Abstract
When studying the results of a
segmentation algorithm
using
convolutional neural networks
, one wonders about the reliability and consistency of the results. This leads to questioning the possibility of using such
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