Open access
Jan 2022
SimCP-NS: Similarity-based Copy Paste for Semi-Supervised 3D EM Neuron Segmentation.
MOTIVATION Semi-supervised neuron segmentation in 3D electron microscopy (EM) is important for connectomics because it enables accurate neuron reconstruction while reducing dependence on costly manual annotations. However, existing approaches remain limited by the distribution mismatch between the small labeled dataset...
Ting-Ting Zhang, Wen-Jia Meng, Xue-Shi Yu et al.
· Bioinformatics · 0 citations