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

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F10%3A86077663" target="_blank" >RIV/61989100:27240/10:86077663 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-17277-9_32" target="_blank" >http://dx.doi.org/10.1007/978-3-642-17277-9_32</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-17277-9_32" target="_blank" >10.1007/978-3-642-17277-9_32</a>

Result language
angličtina
Original language name
Blurring mean-shift with a restricted data-set modification for applications in image processing
Original language 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 maybe 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, thechanges 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 showthat 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 us
Czech name
—
Czech description
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Project
<a href="/en/project/FR-TI1%2F262" target="_blank" >FR-TI1/262: *Research and development of equipment for marking of long products from metal</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Advances in visual computing : 6th international symposium, ISVC 2010 : : proceedings, parts I-III
ISBN
978-3-642-17276-2
ISSN
0302-9743
e-ISSN
—
Number of pages
10
Pages from-to
310-319
Publisher name
Springer Verlag
Place of publication
Berlín
Event location
Las Vegas
Event date
Nov 29, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000290358400032

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