Semi-automatic Training Data Generation for Cell Segmentation Network Using an Intermediary Curator Net

In this work we create an image analysis pipeline to segment cells from microscopy image data. A portion of the segmented images are manually curated and this curated data is used to train a Curator network to filter the whole dataset. The curated data is used to train a separate segmentation networ...

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Bibliographic Details
Main Author: Ramnerö, David
Format: Others
Language:English
Published: Uppsala universitet, Bildanalys och människa-datorinteraktion 2017
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-332724