动态优化 | ViLab https://vilab.team/tag/%E5%8A%A8%E6%80%81%E4%BC%98%E5%8C%96/ 动态优化 Hugo Blox Builder (https://hugoblox.com)en-usMon, 27 May 2024 00:00:00 +0000 https://vilab.team/media/icon_hu2896232876136423579.png 动态优化 https://vilab.team/tag/%E5%8A%A8%E6%80%81%E4%BC%98%E5%8C%96/ Semi-supervised medical image segmentation via dynamic pseudo-label refinement https://vilab.team/publication/semi-supervised-medical-image-segmentation-via-dynamic-pseud/ Mon, 27 May 2024 00:00:00 +0000 https://vilab.team/publication/semi-supervised-medical-image-segmentation-via-dynamic-pseud/ <p>本文提出一种基于动态伪标签优化的半监督医学图像分割框架。针对双视角方法易丢失重要数据且伪标签不准确的问题，设计分层伪标签生成（HPLG）与动态伪标签校正（DPLC）两个互补模块，按可靠性生成分层像素级伪标签，并利用双视角的一致性与差异进行动态修正，从而提升分割性能与标签质量。</p>