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- W2753351808 abstract "We present an image processing algorithm for automatic detection of cortex layers and cells from opticalmicroscopy images for Nissl-stained mouse brain. For every layer of cortex we automatically detect a shape andlocalization of following cortex cells type: neurons of molecular layer, pyramidal neurons, stellate neurons, andastrocytes. The algorithm includes the steps of: preprocessing, neurons and astrocytes localization, neuronsclassification, refined cortex layer detection, neurons reclassification. For preprocessing we use converting togray image, Gaussian blurring, converting to black-white image after background removing, and rough estimateof layers. We use morphological operations with variation radius of structure element for neurons localizationand neurons classification." @default.
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- W2753351808 date "2017-01-01" @default.
- W2753351808 modified "2023-09-27" @default.
- W2753351808 title "Automatic detection of neurons, astrocytes, and layers for NISSL-stained mouse cortex" @default.
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