About: Texture Classification in Bioindicator Images Processing

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The section deals with classification of microscope images of Picea Abies stomas. There is an assumption that a stoma character strongly depends on the level of air pollution, so that stoma can stand for an important environmental bioindicator. According to the level of stoma incrustation it is possible to distinguish several classes of stoma structures. A proposal of an algorithm enabling the automatic recognition of a stoma incrustation level is a main goal of this study. There are two principles discussed in the paper: The first principle is based on gradient methods while the second one uses a wavelet transform. Possibilities of application of mentioned attitudes were investigated and the classification criteria distinguishing the stoma character were suggested, as well. The resulting algorithm was verified for a set of four hundred real images and results achieved were compared with an expert's sensual classification. The section deals with classification of microscope images of Picea Abies stomas. There is an assumption that a stoma character strongly depends on the level of air pollution, so that stoma can stand for an important environmental bioindicator. According to the level of stoma incrustation it is possible to distinguish several classes of stoma structures. A proposal of an algorithm enabling the automatic recognition of a stoma incrustation level is a main goal of this study. There are two principles discussed in the paper: The first principle is based on gradient methods while the second one uses a wavelet transform. Possibilities of application of mentioned attitudes were investigated and the classification criteria distinguishing the stoma character were suggested, as well. The resulting algorithm was verified for a set of four hundred real images and results achieved were compared with an expert's sensual classification. (en)
Title	Texture Classification in Bioindicator Images Processing Texture Classification in Bioindicator Images Processing (en)
skos:prefLabel	Texture Classification in Bioindicator Images Processing Texture Classification in Bioindicator Images Processing (en)
skos:notation	RIV/60461373:22340/11:43892247!RIV12-MSM-22340___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6046137306)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Procházka, Aleš Mudrová, Martina Slavíková, Petra
http://linked.open.../riv/druhVysledku	C - Kapitola v knize
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola chemicko-technologická v Praze / Fakulta chemicko-inženýrská
http://linked.open...dnocenehoVysledku	235052
http://linked.open...ai/riv/idVysledku	RIV/60461373:22340/11:43892247
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Automation; Wavelet Transform Application; Gradient Methods; Image Processing; Environment; Picea Abies; Bioindicators (en)
http://linked.open.../riv/klicoveSlovo	Environment Image Processing Bioindicators Gradient Methods Picea Abies Wavelet Transform Application Automation
http://linked.open...ontrolniKodProRIV	[C1C783590A9C]
http://linked.open...i/riv/mistoVydani	Berlin
http://linked.open...vEdiceCisloSvazku	Studies in Computational Intelligence, 378
http://linked.open...i/riv/nazevZdroje	Recent Advances in Intelligent Engineering Systems
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...v/pocetStranKnihy	440 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Mudrová, Martina Procházka, Aleš Slavíková, Petra
http://linked.open...n/vavai/riv/zamer	Reakčně-transportní chemicko-inženýrské systémy a jejich dynamické chování, modelování a řízení chemických a biotechnologických procesů
number of pages	15 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-23229-9_15
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-23228-2
http://localhost/t...ganizacniJednotka	22340

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