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Electron Microscopy Image Segmentation

5 papers with code · Computer Vision

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TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brain

Nature Communicationsvolume 10, Article number: 3474 (2019) 2019 Vaa3D/release

Neuron morphology is recognized as a key determinant of cell type, yet the quantitative profiling of a mammalian neuron’s complete three-dimensional (3-D) morphology remains arduous when the neuron has complex arborization and long projection.

ELECTRON MICROSCOPY IMAGE SEGMENTATION IMAGE RECONSTRUCTION

28
02 Aug 2019

Superhuman Accuracy on the SNEMI3D Connectomics Challenge

31 May 2017seung-lab/DeepEM

For the past decade, convolutional networks have been used for 3D reconstruction of neurons from electron microscopic (EM) brain images.

3D RECONSTRUCTION ELECTRON MICROSCOPY IMAGE SEGMENTATION

1
31 May 2017

SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image Segmentation

14 Aug 2016tingliu/glia

We then propose a Bayesian model that combines the supervised and the unsupervised information for probabilistic learning.

ELECTRON MICROSCOPY IMAGE SEGMENTATION SEMANTIC SEGMENTATION

9
14 Aug 2016