Exploiting enclosing membranes and contextual cues for mitochondria segmentation
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Author / Creator
Date
2014
Publication Type
Conference Paper
ETH Bibliography
yes
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Abstract
In this paper, we improve upon earlier approaches to segmenting mitochondria in Electron Microscopy images by explicitly modeling the double membrane that encloses mitochondria, as well as using features that capture context over an extended neighborhood. We demonstrate that this results in both improved classification accuracy and reduced computational requirements for training. © 2014 Springer International Publishing.
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Publication status
published
External links
Book title
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 : 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I
Journal / series
Volume
8673
Pages / Article No.
65 - 72
Publisher
Springer
Event
The 17th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2014)
Edition / version
Methods
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Organisational unit
09462 - Hofmann, Thomas / Hofmann, Thomas