NIST · ИТ · fd3e92e37da75bfc3b8d
Feature Measures for the Segmentation of Neuronal Membrane using Machine Learning Algorithm
In this paper, we present a Support Vector Machine (SVM) based pixel classifier for a semi-automated segmentation algorithm to detect neuronal membrane structures in stacks of electron microscopy images of brain tissue samples. This algorithm uses high-
NIST · ИТОфициальный источник · 2014-01-06
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"title_en": "Feature Measures for the Segmentation of Neuronal Membrane using Machine Learning Algorithm",
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"series": "",
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"date": "2014-01-06",
"date_original": "January 6, 2014",
"url": "https://www.nist.gov/publications/feature-measures-segmentation-neuronal-membrane-using-machine-learning-algorithm",
"source": "NIST Publications",
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"authors_en": "Afzal A. Godil , Saadia S. Iftikhar",
"abstract_excerpt_en": "In this paper, we present a Support Vector Machine (SVM) based pixel classifier for a semi-automated segmentation algorithm to detect neuronal membrane structures in stacks of electron microscopy images of brain tissue samples. This algorithm uses high-",
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"title_en": "Feature Measures for the Segmentation of Neuronal Membrane using Machine Learning Algorithm",
"designation": "",
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"date": "2014-01-06",
"date_original": "January 6, 2014",
"url": "https://www.nist.gov/publications/feature-measures-segmentation-neuronal-membrane-using-machine-learning-algorithm",
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"authors_en": "Afzal A. Godil , Saadia S. Iftikhar",
"abstract_excerpt_en": "In this paper, we present a Support Vector Machine (SVM) based pixel classifier for a semi-automated segmentation algorithm to detect neuronal membrane structures in stacks of electron microscopy images of brain tissue samples. This algorithm uses high-"
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