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Jun, 2023
拓扑感知图像分割的不确定性
Topology-Aware Uncertainty for Image Segmentation
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Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
TL;DR
本文利用拓扑数据分析的工具,提出了一种通过预测模型估计人工标注结构的不确定性的方法,该方法可以提高结构图的准确度并减少标注时间。
Abstract
Segmentation of
curvilinear structures
such as vasculature and road networks is challenging due to relatively weak signals and complex geometry/topology. To facilitate and accelerate large scale
annotation
, one h
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