About: Modified fuzzy C-means as a stereo segmentation method

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper presents an extension to the popular fuzzy c-means clustering method by introducing an additional disparity cue. The creation of the clusters is driven by a degree of the stereo match and thus is able to separate the objects based on their different colour and spatial depth. In contrast to the other popular approaches, the clustering is not performed on the individual input images, but on the stereo pair, and takes into account the matching properties. The algorithm is capable of producing the segmentations, as well as the disparity maps. The results of this algorithm show that the proposed method can improve the segmentation, under the condition of having the stereo image pair of the segmented scene. This paper presents an extension to the popular fuzzy c-means clustering method by introducing an additional disparity cue. The creation of the clusters is driven by a degree of the stereo match and thus is able to separate the objects based on their different colour and spatial depth. In contrast to the other popular approaches, the clustering is not performed on the individual input images, but on the stereo pair, and takes into account the matching properties. The algorithm is capable of producing the segmentations, as well as the disparity maps. The results of this algorithm show that the proposed method can improve the segmentation, under the condition of having the stereo image pair of the segmented scene. (en)
Title	Modified fuzzy C-means as a stereo segmentation method Modified fuzzy C-means as a stereo segmentation method (en)
skos:prefLabel	Modified fuzzy C-means as a stereo segmentation method Modified fuzzy C-means as a stereo segmentation method (en)
skos:notation	RIV/61989100:27240/14:86092190!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	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	30138
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/14:86092190
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Stereo matching; Segmentation; Fuzzy C-means; Disparity (en)
http://linked.open.../riv/klicoveSlovo	Stereo matching Disparity Segmentation Fuzzy C-means
http://linked.open...ontrolniKodProRIV	[7915976D3B1B]
http://linked.open...v/mistoKonaniAkce	Angers
http://linked.open...i/riv/mistoVydani	[Portugalsko]
http://linked.open...i/riv/nazevZdroje	ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Gaura, Jan Krumnikl, Michal Sojka, Eduard
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-03-06 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.5220/0004793000400047
http://purl.org/ne...btex#hasPublisher	SciTePress - Science and Technology Publications
https://schema.org/isbn	978-989-758-018-5
http://localhost/t...ganizacniJednotka	27240

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