Hierarchical Encoder-Decoder With Soft Label-Decomposition for Mitochondria Segmentation in EM Images

Hierarchical Encoder-Decoder With Soft Label-Decomposition for Mitochondria Segmentation in EM Images

Semantic segmentation of mitochondria from electron microscopy (EM) images is an essential step to obtain reliable morphological statistics about mitochondria. However, automatically delineating plenty of mitochondria of varied shapes from complex backgrounds with sufficient accuracy is challenging....

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Bibliographic Details
Main Authors: Zhengrong Luo, Ye Wang, Shikun Liu, Jialin Peng
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Neuroscience
Subjects:
image segmentation
convolutional neural networks
electron microscopy image
hierarchical encoder-decoder
mitochondria segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.687832/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2021.687832/full

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