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cs.CV2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation
Dafei Qiu, Shan Xiong, Jiajin Yi +1
Accurate segmentation of organelle instances from electron microscopy (EM) images plays an essential role in many neuroscience researches. However, practical scenarios usually suff…
cs.CV2022
WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy
Dafei Qiu, Jiajin Yi, Jialin Peng
Accurate segmentation of organelle instances, e.g., mitochondria, is essential for electron microscopy analysis. Despite the outstanding performance of fully supervised methods, th…