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May, 2023
基于双关注机制的眼底血管图像分割
Segmentation of fundus vascular images based on a dual-attention mechanism
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Yuanyuan Peng, Pengpeng Luan, Zixu Zhang
TL;DR
使用Transformer构建的通道注意力和空间注意力机制的关注融合机制,提取 retina fundus images 中的信息,并引入空间注意力和 Dropout 机制以提高模型的泛化性能和消除噪声, 实现对血管的重要分割。
Abstract
Accurately segmenting blood vessels in
retinal fundus images
is crucial in the early screening, diagnosing, and evaluating some ocular diseases. However, significant light variations and non-uniform contrast in these images make
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