About: A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera

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About: A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera Goto Sponge NotDistinct Permalink

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	A novel system for detection and tracking of vehicles from a single car-mounted camera is presented. The core of the system are high-performance vision algorithms: the WaldBoost detector and the TLD tracker that are scheduled so that a real-time performance is achieved. The vehicle monitoring system is evaluated on a new dataset collected on Italian motorways which is provided with approxi- mate ground truth (GT'') obtained from laser scans. For a wide range of distances, the recall and precision of detection for cars are excellent. Statistics for trucks are also reported. The dataset with the ground truth is made public. A novel system for detection and tracking of vehicles from a single car-mounted camera is presented. The core of the system are high-performance vision algorithms: the WaldBoost detector and the TLD tracker that are scheduled so that a real-time performance is achieved. The vehicle monitoring system is evaluated on a new dataset collected on Italian motorways which is provided with approxi- mate ground truth (GT'') obtained from laser scans. For a wide range of distances, the recall and precision of detection for cars are excellent. Statistics for trucks are also reported. The dataset with the ground truth is made public. (en)
Title	A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera (en)
skos:prefLabel	A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera (en)
skos:notation	RIV/68407700:21230/12:00200399!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Matas, Jiří Vojíř, Tomáš Šochman, Jan Trefný, Jiří
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	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	120681
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/12:00200399
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	tracking; detection; motorway; car; dataset; real-time (en)
http://linked.open.../riv/klicoveSlovo	tracking motorway dataset car detection real-time
http://linked.open...ontrolniKodProRIV	[FA63B82F9150]
http://linked.open...v/mistoKonaniAkce	Anchorage
http://linked.open...i/riv/mistoVydani	Piscataway
http://linked.open...i/riv/nazevZdroje	The 15th IEEE Intelligent Transportation Systems Conference
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Matas, Jiří Šochman, Jan Vojíř, Tomáš Caraffi, C. Trefný, Jiří
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000312599600160
http://linked.open.../riv/zahajeniAkce	2012-09-16 (xsd:date)
issn	2153-0009
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4673-3063-3
http://localhost/t...ganizacniJednotka	21230

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