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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

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

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