5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.CV2021
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions
Donglai Wei, Kisuk Lee, Hanyu Li +13
Electron microscopy (EM) enables the reconstruction of neural circuits at the level of individual synapses, which has been transformative for scientific discoveries. However, due t…
cs.CV2020★ 1 cited
Automated Neuron Shape Analysis from Electron Microscopy
Sharmishtaa Seshamani, Leila Elabbady, Casey Schneider-Mizell +17
Morphology based analysis of cell types has been an area of great interest to the neuroscience community for several decades. Recently, high resolution electron microscopy (EM) dat…
cs.CV2019★ 5 cited
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction
Kisuk Lee, Ran Lu, Kyle Luther +1
We show dense voxel embeddings learned via deep metric learning can be employed to produce a highly accurate segmentation of neurons from 3D electron microscopy images. A "metric g…