VpbSD uses a vessel-pattern codebook trained on unlabeled microscopy data to distill knowledge from a large teacher into a 0.12M-parameter student, reaching DSC 0.852 on VesSep2020.
Microscopic Cerebrovascular Segmentation There have been some works at segmenting cerebral vessels in microscopic images
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
VPBSD:Vessel-Pattern-Based Semi-Supervised Distillation for Efficient 3D Microscopic Cerebrovascular Segmentation
VpbSD uses a vessel-pattern codebook trained on unlabeled microscopy data to distill knowledge from a large teacher into a 0.12M-parameter student, reaching DSC 0.852 on VesSep2020.