Few-shot hypercolumn-based mitochondria segmentation in cardiac and outer hair cells in focused ion beam-scanning electron microscopy (FIB-SEM) data
We present a novel AI-based approach to the few-shot automated segmentation of mitochondria in large-scale electron microscopy images. Our framework leverages convolutional features from a pre-trained deep multilayer convolutional neural network, such as VGG-16. We then train a binary gradient boost...
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Bibliographische Detailangaben
| Veröffentlicht in: | Pattern recognition letters. - 1998. - 128(2019) vom: 02. Dez., Seite 521-528
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| 1. Verfasser: |
Dietlmeier, Julia
(VerfasserIn) |
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| Weitere Verfasser: |
McGuinness, Kevin,
Rugonyi, Sandra,
Wilson, Teresa,
Nuttall, Alfred,
O'Connor, Noel E |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2019
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| Zugriff auf das übergeordnete Werk: | Pattern recognition letters
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| Schlagworte: | Journal Article |
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