An algorithm for Vehicle Distance and Speed Estimation (CROSBI ID 709832)
Prilog sa skupa u zborniku | ostalo | međunarodna recenzija
Podaci o odgovornosti
Šimara, Eugen ; Herceg, Marijan ; Vranješ, Denis ; Zejak, Aleksa
engleski
An algorithm for Vehicle Distance and Speed Estimation
In this paper, an algorithm for vehicle distance and speed estimation is proposed. In particular, the estimation is performed using video frames obtained from the cameras, located on the front and rear of the car. Moreover, the vehicle detection is performed using a Viola-Jones algorithm, while a Median flow is used for detected vehicle tracking. The speed of the vehicle is calculated using a distance of the detected vehicle and a change in the detected bounding box width between two consecutive frames. The proposed algorithm performance is tested on different car brands, different weather conditions, and different car distances. The testing results of the proposed method show promising results.
Rain, Vehicle detection, Neural networks, Estimation, Lighting, Cameras, Real-time systems
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Podaci o prilogu
2021.
objavljeno
10.1109/ELMAR52657.2021.9550949
Podaci o matičnoj publikaciji
Zovko-Cihlar, Branka
Zagreb: Institute of Electrical and Electronics Engineers (IEEE)
1334-2630
Podaci o skupu
63rd International Symposium ELMAR 2021
predavanje
12.09.2021-15.09.2021
Zadar, Hrvatska