About: Blurring mean-shift with a restricted data-set modification for applications in image processing

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	A new mean-shift technique, blurring mean-shift with a restricted dataset modification, is presented. It is mainly intended for applications in image processing since, in this case, the coordinates of the points entering into the mean-shift procedure may be obviously split into two parts that are treated in different ways: The spatial part (geometrical position in image) and the range part (colour/brightness). The basic principle is similar as in the blurring mean-shift algorithm. In contrast to it, the changes of the dataset are restricted only to the range values (colour/brightness); the spatial parts do not change. The points that are processed during computation may be viewed as points of a certain image that evolves during the iterations. We show that the process converges. As a result, an image is obtained with the areas of constant colour/brightness, which can be exploited for image filtering and segmentation. The results of testing are presented showing that the algorithm is useful. A new mean-shift technique, blurring mean-shift with a restricted dataset modification, is presented. It is mainly intended for applications in image processing since, in this case, the coordinates of the points entering into the mean-shift procedure may be obviously split into two parts that are treated in different ways: The spatial part (geometrical position in image) and the range part (colour/brightness). The basic principle is similar as in the blurring mean-shift algorithm. In contrast to it, the changes of the dataset are restricted only to the range values (colour/brightness); the spatial parts do not change. The points that are processed during computation may be viewed as points of a certain image that evolves during the iterations. We show that the process converges. As a result, an image is obtained with the areas of constant colour/brightness, which can be exploited for image filtering and segmentation. The results of testing are presented showing that the algorithm is useful. (en)
Title	Blurring mean-shift with a restricted data-set modification for applications in image processing Blurring mean-shift with a restricted data-set modification for applications in image processing (en)
skos:prefLabel	Blurring mean-shift with a restricted data-set modification for applications in image processing Blurring mean-shift with a restricted data-set modification for applications in image processing (en)
skos:notation	RIV/61989100:27240/10:86077663!RIV12-MPO-27240___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(FR-TI1/262)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Fabián, Tomáš Šrubař, Štěpán Sojka, Eduard Gaura, Jan Krumnikl, Michal
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	249072
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/10:86077663
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	mean-shift algorithm; image segmentation; geodesic distance; euclidean distance (en)
http://linked.open.../riv/klicoveSlovo	geodesic distance image segmentation euclidean distance mean-shift algorithm
http://linked.open...ontrolniKodProRIV	[145D0A5CF385]
http://linked.open...v/mistoKonaniAkce	Las Vegas
http://linked.open...i/riv/mistoVydani	Berlín
http://linked.open...i/riv/nazevZdroje	Advances in visual computing : 6th international symposium, ISVC 2010 : : proceedings, parts I-III
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	5 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	*Research and development of equipment for marking of long products from metal
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Fabián, Tomáš Gaura, Jan Krumnikl, Michal Sojka, Eduard Šrubař, Štěpán
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000290358400032
http://linked.open.../riv/zahajeniAkce	2010-11-29 (xsd:date)
issn	0302-9743
number of pages	10 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-17277-9_32
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-17276-2
http://localhost/t...ganizacniJednotka	27240

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