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Detail publikace
Citace
: An Automatic Initialization of Interactive Segmentation Methods Using Shortest Path Basins . 9th Open German-Russian Workshop on Pattern Recognition and Image Understanding, Proceedings, p. 23-28, University of Koblenz-Landau, Dietrich Paulus and Christian Fuchs and Detlev Droege, Koblenz, 2015.
Abstrakt
Image segmentation is one of the basic image processing task that is involved in almost every computer vision system. One of the way to classify the image segmentation methods is based on amount of interaction provided by a user. The interactive methods benefit from the interaction which provides valuable information about a segmentation problem. The automatic methods does not incorporate such an interaction and that makes them less precise in most applications. On the other hand, a sophisticated preprocessing can compete with user initialization. In this paper an alternative to user initialization is presented. This method is based on shortest path basins.
Detail publikace
| Název: | An Automatic Initialization of Interactive Segmentation Methods Using Shortest Path Basins |
|---|---|
| Autor: | Ryba, T. ; Železný, M. |
| Jazyk publikace: | anglicky |
| Datum vydání: | 20.5.2015 |
| Rok vydání: | 2015 |
| Typ publikace: | Stať ve sborníku |
| Název knihy: | 9th Open German-Russian Workshop on Pattern Recognition and Image Understanding, Proceedings |
| Strana: | 23 - 28 |
| Editor: | Dietrich Paulus and Christian Fuchs and Detlev Droege |
| Nakladatel: | University of Koblenz-Landau |
| Místo vydání: | Koblenz |
| Datum: | 1.12.2014 - 5.12.2014 |
Klíčová slova
image segmentation, seed points, shortest path, probabilistic rand index
BibTeX
@INPROCEEDINGS{RybaT_2015_AnAutomatic,
author = {Ryba, T. and \v{Z}elezn\'{y}, M.},
title = {An Automatic Initialization of Interactive Segmentation Methods Using Shortest Path Basins},
year = {2015},
publisher = {University of Koblenz-Landau},
address = {Koblenz},
pages = {23-28},
editor = {Dietrich Paulus and Christian Fuchs and Detlev Droege},
booktitle = {9th Open German-Russian Workshop on Pattern Recognition and Image Understanding, Proceedings},
url = {http://www.kky.zcu.cz/en/publications/RybaT_2015_AnAutomatic},
}