A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F12%3A00200399" target="_blank" >RIV/68407700:21230/12:00200399 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A System for Real-time Detection and Tracking of Vehicles from a Single Car-mounted Camera
Original language 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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
The 15th IEEE Intelligent Transportation Systems Conference
ISBN
978-1-4673-3063-3
ISSN
2153-0009
e-ISSN
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Number of pages
8
Pages from-to
975-982
Publisher name
IEEE
Place of publication
Piscataway
Event location
Anchorage
Event date
Sep 16, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000312599600160