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3D Platform for Machine Learning Based Segmentation and Visualization Using FIB-SEM Imagery

Published online by Cambridge University Press:  05 August 2019

Rengarajan Pelapur*
Affiliation:
ThermoFisher Scientific, Materials and Structural Analysis, Houston, United States.
Michael M. Heck
Affiliation:
ThermoFisher Scientific, Materials and Structural Analysis, Houston, United States.
*

Abstract

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Type
Data Acquisition Schemes, Machine Learning Algorithms, and Open Source Software Development for Electron Microscopy
Copyright
Copyright © Microscopy Society of America 2019 

References

[1]Lucchi, A, Li, Y, and Fua, P, Conference on Computer Vision and Pattern Recognition (CVPR), (June 23-28, 2013) DOI: 10.1109/Cvpr.2013.259Google Scholar
[2]Mitochondria Detection in EM Stacks. https://cvlab.epfl.ch/data/data-em/ (Feb 20, 2019).Google Scholar
[3]Ghita, O, Dietlmeier, J, and Whelan, P, IEEE Transactions on Image Processing 10 (2014), p. 4576.Google Scholar
[4]Ismail, O et al. , IEEE International Conference on Bioinformatics and Biomedicine (BIBM), (2017), p. 1195.Google Scholar
[5]Wernecke, J et al. , Programming Object-oriented 3D Graphics with Open Inventor (Addison-Wesley Reading, MA).Google Scholar