Full metadata record
DC pole | Hodnota | Jazyk |
---|---|---|
dc.contributor.author | Nosova, Svetlana | |
dc.contributor.author | Snopova, Ludmila | |
dc.contributor.author | Turlapov, Vadim | |
dc.contributor.editor | Skala, Václav | |
dc.date.accessioned | 2017-09-01T10:33:28Z | |
dc.date.available | 2017-09-01T10:33:28Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | Journal of WSCG. 2017, vol. 25, no. 2, p. 143-150. | en |
dc.identifier.issn | 1213-6972 (print) | |
dc.identifier.issn | 1213-6980 (CD-ROM) | |
dc.identifier.issn | 1213-6964 (on-line) | |
dc.identifier.uri | wscg.zcu.cz/WSCG2017/!_2017_Journal_WSCG-No-2.pdf | |
dc.identifier.uri | http://hdl.handle.net/11025/26292 | |
dc.format | 8 s. | cs |
dc.format.mimetype | application/pdf | |
dc.language.iso | en | en |
dc.publisher | Václav Skala - UNION Agency | cs |
dc.relation.ispartofseries | Journal of WSCG | en |
dc.rights | © Václav Skala - UNION Agency | cs |
dc.subject | zpracování obrazu | cs |
dc.subject | automatická detekce | cs |
dc.subject | optická mikroskopie | cs |
dc.subject | NISSL-barvení | cs |
dc.subject | myší mozková kůra | cs |
dc.subject | vrstvy kůry | cs |
dc.subject | neuron | cs |
dc.subject | astrocyt | cs |
dc.subject | předběžné zpracování | cs |
dc.subject | morfologické rysy | cs |
dc.title | Automatic detection of neurons, astrocytes, and layers for NISSL-stained mouse cortex | en |
dc.type | článek | cs |
dc.type | article | en |
dc.rights.access | openAccess | en |
dc.type.version | publishedVersion | en |
dc.description.abstract-translated | We present an image processing algorithm for automatic detection of cortex layers and cells from optical microscopy images for Nissl-stained mouse brain. For every layer of cortex we automatically detect a shape and localization of following cortex cells type: neurons of molecular layer, pyramidal neurons, stellate neurons, and astrocytes. The algorithm includes the steps of: preprocessing, neurons and astrocytes localization, neurons classification, refined cortex layer detection, neurons reclassification. For preprocessing we use converting to gray image, Gaussian blurring, converting to black-white image after background removing, and rough estimate of layers. We use morphological operations with variation radius of structure element for neurons localization and neurons classification. | en |
dc.subject.translated | image processing | en |
dc.subject.translated | automatic detection | en |
dc.subject.translated | optical microscopy | en |
dc.subject.translated | NISSL-staining | en |
dc.subject.translated | mouse cortex | en |
dc.subject.translated | cortex layers | en |
dc.subject.translated | neuron | en |
dc.subject.translated | astrocyte | en |
dc.subject.translated | preprocessing | en |
dc.subject.translated | morphology features | en |
dc.type.status | Peer-reviewed | en |
Vyskytuje se v kolekcích: | Volume 25, Number 2 (2017) |
Soubory připojené k záznamu:
Soubor | Popis | Velikost | Formát | |
---|---|---|---|---|
Nosova.pdf | Plný text | 2,11 MB | Adobe PDF | Zobrazit/otevřít |
Použijte tento identifikátor k citaci nebo jako odkaz na tento záznam:
http://hdl.handle.net/11025/26292
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