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Statements

Subject Item
n2:RIV%2F00216224%3A14330%2F05%3A00014836%21RIV10-MSM-14330___
rdf:type
skos:Concept n19:Vysledek
dcterms:description
Due to the limitations of the scanning process, the image data acquired using confocal microscope are of-ten corrupted by the noise. Therefore some image preprocessing, which would reduce the noise without degradation of the underlying image, is needed before any further stage of image analysis. In this review we will discuss several well-known nonlinear diffusion filters, as they were published in the last decade. These filters are based on evolution of nonlinear partial differential equations. Unlike the common linear filters, they significantly reduce the amount of noise in the image while preserving details or even enhancing some edges. We will present efficient numerical schemes for solving such equations. Last but not least practical examples, comparison of the behaviour of individual methods and our experience with these filters will be shown. Due to the limitations of the scanning process, the image data acquired using confocal microscope are of-ten corrupted by the noise. Therefore some image preprocessing, which would reduce the noise without degradation of the underlying image, is needed before any further stage of image analysis. In this review we will discuss several well-known nonlinear diffusion filters, as they were published in the last decade. These filters are based on evolution of nonlinear partial differential equations. Unlike the common linear filters, they significantly reduce the amount of noise in the image while preserving details or even enhancing some edges. We will present efficient numerical schemes for solving such equations. Last but not least practical examples, comparison of the behaviour of individual methods and our experience with these filters will be shown.
dcterms:title
Enhancement of Images Acquired using Optical Microscope Enhancement of Images Acquired using Optical Microscope
skos:prefLabel
Enhancement of Images Acquired using Optical Microscope Enhancement of Images Acquired using Optical Microscope
skos:notation
RIV/00216224:14330/05:00014836!RIV10-MSM-14330___
n3:aktivita
n17:Z
n3:aktivity
Z(MSM0021622419)
n3:dodaniDat
n5:2010
n3:domaciTvurceVysledku
n12:1744267
n3:druhVysledku
n4:D
n3:duvernostUdaju
n16:S
n3:entitaPredkladatele
n7:predkladatel
n3:idSjednocenehoVysledku
520306
n3:idVysledku
RIV/00216224:14330/05:00014836
n3:jazykVysledku
n10:eng
n3:klicovaSlova
nonlinear diffusion; biomedical application; AOS numerical scheme; confocal microscopy
n3:klicoveSlovo
n9:biomedical%20application n9:confocal%20microscopy n9:AOS%20numerical%20scheme n9:nonlinear%20diffusion
n3:kontrolniKodProRIV
[C01AAFADC19E]
n3:mistoKonaniAkce
Brno (Česká republika)
n3:mistoVydani
Brno (Česká republika)
n3:nazevZdroje
Proceedings of the 1st International Summer School on Computational Biology
n3:obor
n13:IN
n3:pocetDomacichTvurcuVysledku
1
n3:pocetTvurcuVysledku
1
n3:rokUplatneniVysledku
n5:2005
n3:tvurceVysledku
Hubený, Jan
n3:typAkce
n18:CST
n3:zahajeniAkce
2005-01-01+01:00
n3:zamer
n20:MSM0021622419
s:numberOfPages
10
n21:hasPublisher
Masarykova univerzita
n6:isbn
80-210-3907-8
n15:organizacniJednotka
14330