Jimao Jiang

SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation

Subcellular structure segmentation is a fundamental task in biological imaging. Existing self-supervised representation learning combined with classical k-means clustering achieved unsupervised image segmentation, but it was constrained by time-consuming test-time pixel-wise feature extraction and c…