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Mar, 2024
基于伪标签的半监督语义分割综述
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey
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Lingyan Ran, Yali Li, Guoqiang Liang, Yanning Zhang
TL;DR
半监督语义分割领域伪标签方法的综述，从不同角度分类并介绍了特定应用领域的具体方法，还探讨了伪标签技术在医学图像分割中的应用，并提出了一些可行的未来研究方向来解决现有挑战。
Abstract
semantic segmentation
is an important and popular research area in
computer vision
that focuses on classifying pixels in an image based on their semantics. However, supervised deep learning requires large amounts
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