Thermal Feature Detection of Vehicle Categories in the Urban Area

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41310%2F21%3A85478" target="_blank" >RIV/60460709:41310/21:85478 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21260/21:00356757
Result on the web
<a href="https://www.mdpi.com/2071-1050/13/12/6873" target="_blank" >https://www.mdpi.com/2071-1050/13/12/6873</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3390/su13126873" target="_blank" >10.3390/su13126873</a>

Result language
angličtina
Original language name
Thermal Feature Detection of Vehicle Categories in the Urban Area
Original language description
The main goal of this paper is to present new possibilities for the detection and recognition of different categories of electric and conventional (equipped with combustion engines) vehicles using a thermal video camera. The paper presents a draft of a possible detection and classification system of vehicle propulsion systems working with thermal analyses. The differences in thermal features of different vehicle categories were found out and statistically proved. The thermal images were obtained using an infrared thermography camera. They were utilized to design a database of vehicle class images of passenger vehicles (PVs), vans, and buses. The results confirmed the hypothesis that infrared thermography might be used for categorizing the vehicle type according to the thermal features of vehicle exteriors and machine learning methods for vehicle type recognition.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20104 - Transport engineering

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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