Towards Automated Electron Microscopy Image Segmentation for Nanoparticles of Complex Shape by Convolutional Neural Networks

Microscopy and Microanalysis ◽

10.1017/s1431927620017262 ◽

2020 ◽

Vol 26 (S2) ◽

pp. 1188-1189

Author(s):

Bastian Rühle ◽

Vasile-Dan Hodoroaba

Keyword(s):

Electron Microscopy ◽

Neural Networks ◽

Image Segmentation ◽

Convolutional Neural Networks ◽

Complex Shape ◽

Electron Microscopy Image ◽

Microscopy Image

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A comparative study of local binary pattern descriptors and Gabor Filter for electron microscopy image segmentation

2014 International Conference on Parallel, Distributed and Grid Computing ◽

10.1109/pdgc.2014.7030719 ◽

2014 ◽

Author(s):

Apurba Gorai ◽

Kendrick Cetina ◽

Luis Baumela ◽

Ashish Ghosh

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Comparative Study ◽

Local Binary Pattern ◽

Gabor Filter ◽

Electron Microscopy Image ◽

Microscopy Image

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EM-net: Deep learning for electron microscopy image segmentation

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9413098 ◽

2021 ◽

Author(s):

Afshin Khadangi ◽

Thomas Boudier ◽

Vijay Rajagopal

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Deep Learning ◽

Electron Microscopy Image ◽

Microscopy Image

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Residual Deconvolutional Networks for Brain Electron Microscopy Image Segmentation

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2016.2613019 ◽

2017 ◽

Vol 36 (2) ◽

pp. 447-456 ◽

Author(s):

Ahmed Fakhry ◽

Tao Zeng ◽

Shuiwang Ji

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Electron Microscopy Image ◽

Microscopy Image

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DenseUNet: densely connected UNet for electron microscopy image segmentation

IET Image Processing ◽

10.1049/iet-ipr.2019.1527 ◽

2020 ◽

Vol 14 (12) ◽

pp. 2682-2689

Author(s):

Yue Cao ◽

Shigang Liu ◽

Yali Peng ◽

Jun Li

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Electron Microscopy Image ◽

Microscopy Image

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Deep contextual residual network for electron microscopy image segmentation in connectomics

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363597 ◽

2018 ◽

Author(s):

Chi Xiao ◽

Jing Liu ◽

Xi Chen ◽

Hua Han ◽

Chang Shu ◽

...

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Residual Network ◽

Electron Microscopy Image ◽

Microscopy Image

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Regularize Network Skip Connections by Gating Mechanisms for Electron Microscopy Image Segmentation

2019 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2019.00154 ◽

2019 ◽

Author(s):

Yuze Guo ◽

Wenjing Huang ◽

Yajing Chen ◽

Shikui Tu

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Gating Mechanisms ◽

Electron Microscopy Image ◽

Microscopy Image

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A modular hierarchical approach to 3D electron microscopy image segmentation

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2014.01.022 ◽

2014 ◽

Vol 226 ◽

pp. 88-102 ◽

Author(s):

Ting Liu ◽

Cory Jones ◽

Mojtaba Seyedhosseini ◽

Tolga Tasdizen

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Hierarchical Approach ◽

Electron Microscopy Image ◽

Microscopy Image ◽

3D Electron Microscopy ◽

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A domain-adaptive two-stream U-Net for electron microscopy image segmentation

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363602 ◽

2018 ◽

Author(s):

Roger Bermudez-Chacon ◽

Pablo Marquez-Neila ◽

Mathieu Salzmann ◽

Pascal Fua

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Electron Microscopy Image ◽

Microscopy Image

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Electron Microscopy Image Segmentation with Graph Cuts Utilizing Estimated Symmetric Three-Dimensional Shape Prior

Advances in Visual Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-17274-8_32 ◽

2010 ◽

pp. 322-331 ◽

Author(s):

Huei-Fang Yang ◽

Yoonsuck Choe

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Three Dimensional ◽

Shape Prior ◽

Electron Microscopy Image ◽

Microscopy Image ◽

Dimensional Shape ◽

Three Dimensional Shape

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An Interactive Editing Framework for Electron Microscopy Image Segmentation

Advances in Visual Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-24028-7_37 ◽

2011 ◽

pp. 400-409 ◽

Author(s):

Huei-Fang Yang ◽

Yoonsuck Choe

Keyword(s):

Electron Microscopy ◽

Image Segmentation ◽

Electron Microscopy Image ◽

Interactive Editing ◽

Microscopy Image

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