About: An Algorithm for Parking Lot Occupation Detection

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This paper presents unsupervised vision-based system for parking lot occupancy detection. The proposed method exhibit low computation complexity and use just a few frames per minute. Method is based on three main processing stages. In the first section, raw image acquired by camera system is preprocessed. Shadows in the image are significantly attenuated or completely removed. The image distortion is corrected subsequently. In the following step optimal correspondences between one or more stationary cameras and visible parking places are established. During this process occlusions are taken in account. Finally, a parking place status is evaluated. Acquired information about parking lot occupancy can be served to another system, e.g. intelligent transportation system. Experimental results from both artificial and real scenes show promising results even on quite challenging conditions. Nonetheless a scope for improvement of presented method is given. This paper presents unsupervised vision-based system for parking lot occupancy detection. The proposed method exhibit low computation complexity and use just a few frames per minute. Method is based on three main processing stages. In the first section, raw image acquired by camera system is preprocessed. Shadows in the image are significantly attenuated or completely removed. The image distortion is corrected subsequently. In the following step optimal correspondences between one or more stationary cameras and visible parking places are established. During this process occlusions are taken in account. Finally, a parking place status is evaluated. Acquired information about parking lot occupancy can be served to another system, e.g. intelligent transportation system. Experimental results from both artificial and real scenes show promising results even on quite challenging conditions. Nonetheless a scope for improvement of presented method is given. (en)
Title	An Algorithm for Parking Lot Occupation Detection An Algorithm for Parking Lot Occupation Detection (en)
skos:prefLabel	An Algorithm for Parking Lot Occupation Detection An Algorithm for Parking Lot Occupation Detection (en)
skos:notation	RIV/61989100:27240/08:00021455!RIV11-AV0-27240___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1ET101940420)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Fabián, Tomáš
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	355608
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/08:00021455
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	shadow removal; image segmentation; vehicle detection; occupancy; parking lot (en)
http://linked.open.../riv/klicoveSlovo	parking lot occupancy vehicle detection image segmentation shadow removal
http://linked.open...ontrolniKodProRIV	[6A8192C85BC0]
http://linked.open...v/mistoKonaniAkce	Ostrava, Czech Republic
http://linked.open...i/riv/mistoVydani	Los Alamitos, CA
http://linked.open...i/riv/nazevZdroje	Seventh International Conference on Computer Information Systems and Industrial Management Applications
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Logic and Artificial Intelligence in the area of Multiagent Systems
http://linked.open...UplatneniVysledku	2008
http://linked.open...iv/tvurceVysledku	Fabián, Tomáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000257945400027
http://linked.open.../riv/zahajeniAkce	2008-06-26 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE Computer Society
https://schema.org/isbn	978-0-7695-3184-7
http://localhost/t...ganizacniJednotka	27240
is http://linked.open...avai/riv/vysledek of	An Algorithm for Parking Lot Occupation Detection An Algorithm for Parking Lot Occupation Detection An Algorithm for Parking Lot Occupation Detection

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