Full metadata record
DC poleHodnotaJazyk
dc.contributor.authorNosova, Svetlana
dc.contributor.authorSnopova, Ludmila
dc.contributor.authorTurlapov, Vadim
dc.date.accessioned2017-09-01T10:33:28Z
dc.date.available2017-09-01T10:33:28Z
dc.date.issued2017
dc.identifier.citationJournal of WSCG. 2017, vol. 25, no. 2, p. 143-150.en
dc.identifier.issn1213-6972 (print)
dc.identifier.issn1213-6980 (CD-ROM)
dc.identifier.issn1213-6964 (on-line)
dc.identifier.uriwscg.zcu.cz/WSCG2017/!_2017_Journal_WSCG-No-2.pdf
dc.identifier.urihttp://hdl.handle.net/11025/26292
dc.format8 s.cs
dc.format.mimetypeapplication/pdf
dc.language.isoenen
dc.publisherVáclav Skala - UNION Agencycs
dc.relation.ispartofseriesJournal of WSCGen
dc.rights© Václav Skala - UNION Agencycs
dc.subjectzpracování obrazucs
dc.subjectautomatická detekcecs
dc.subjectoptická mikroskopiecs
dc.subjectNISSL-barvenícs
dc.subjectmyší mozková kůracs
dc.subjectvrstvy kůrycs
dc.subjectneuroncs
dc.subjectastrocytcs
dc.subjectpředběžné zpracovánícs
dc.subjectmorfologické rysycs
dc.titleAutomatic detection of neurons, astrocytes, and layers for NISSL-stained mouse cortexen
dc.typearticleen
dc.typečlánekcs
dc.rights.accessopenAccessen
dc.type.versionpublishedVersionen
dc.description.abstract-translatedWe 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.translatedimage processingen
dc.subject.translatedautomatic detectionen
dc.subject.translatedoptical microscopyen
dc.subject.translatedNISSL-stainingen
dc.subject.translatedmouse cortexen
dc.subject.translatedcortex layersen
dc.subject.translatedneuronen
dc.subject.translatedastrocyteen
dc.subject.translatedpreprocessingen
dc.subject.translatedmorphology featuresen
dc.type.statusPeer-revieweden
Vyskytuje se v kolekcích:Volume 25, Number 2 (2017)

Soubory připojené k záznamu:
Soubor Popis VelikostFormát 
Nosova.pdfPlný text2,11 MBAdobe PDFZobrazit/otevřít


Použijte tento identifikátor k citaci nebo jako odkaz na tento záznam: http://hdl.handle.net/11025/26292

Všechny záznamy v DSpace jsou chráněny autorskými právy, všechna práva vyhrazena.