Robust cell particle detection to dense regions and subjective training samples based on prediction of particle center using convolutional neural network.

In recent years, finding the cause of pathogenesis is expected by observing the cell images. In this paper, we propose a cell particle detection method in cell images. However, there are mainly two kinds of problems in particle detection in cell image. The first is the different properties between c...

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Bibliographic Details
Main Authors: Kenshiro Nishida, Kazuhiro Hotta
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC6179199?pdf=render