Automated Neuron Tracing Using Content-Aware Adaptive Voxel Scooping on CNN Predicted Probability Map

Automated Neuron Tracing Using Content-Aware Adaptive Voxel Scooping on CNN Predicted Probability Map

Neuron tracing, as the essential step for neural circuit building and brain information flow analyzing, plays an important role in the understanding of brain organization and function. Though lots of methods have been proposed, automatic and accurate neuron tracing from optical images remains challe...

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Bibliographic Details
Main Authors: Qing Huang, Tingting Cao, Yijun Chen, Anan Li, Shaoqun Zeng, Tingwei Quan
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Neuroanatomy
Subjects:
neuronal image
tubular object tracing
content-aware adaptive voxel tracing
3D CNN
high precision
Online Access:https://www.frontiersin.org/articles/10.3389/fnana.2021.712842/full

Internet

https://www.frontiersin.org/articles/10.3389/fnana.2021.712842/full

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