On the Stability of the k-Max Distance to the Position of Seeds

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10241509" target="_blank" >RIV/61989100:27240/18:10241509 - isvavai.cz</a>

Result on the web

<a href="https://ieeexplore.ieee.org/document/8451638" target="_blank" >https://ieeexplore.ieee.org/document/8451638</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ICIP.2018.8451638" target="_blank" >10.1109/ICIP.2018.8451638</a>

Result language

angličtina

Original language name

On the Stability of the k-Max Distance to the Position of Seeds

Original language description

The position of seeds plays a key role in the quality of image segmentation, especially if the segmentation is based on computing the distances from the seeds. If the seeds placed in different positions lead to the stable segmentation result, it simplifies the user interaction. In this paper, we investigate how the k-max distance, which we introduced in [1], is stable, and how this stability influences the results of a distance-based image segmentation. We compare the results of the k-max distance with the classic geodesic distance, and with the minimum barrier distance. We note that the k-max distance seems to be a logical missing link between the max-arc distance (k = 1) and the geodesic distance (k -&gt; infinity).

Czech name

—

Czech description

—

Type

D - Article in proceedings

CEP classification

—

OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

—

Continuities

S - Specificky vyzkum na vysokych skolach

Publication year

2018

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)

ISBN

978-1-4799-7061-2

ISSN

1522-4880

e-ISSN

2381-8549

Number of pages

5

Pages from-to

261-265

Publisher name

IEEE

Place of publication

NEW YORK

Event location

Athens

Event date

Oct 7, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000455181500053