Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Video-Based Background/Foreground Estimation for Vehicle Detection
The paper describes a new approach to background/foreground estimation in images from a video stream. The proposed method is based on the analysis of small gradients in images. The video stream is recorded with the camera mounted in the measuring station above the road and directed along the road. Input images are converted into binary form and divided into square blocks. For each block the sum of binary values is calculated. Blocks are assigned to the background or to the foreground of an input image. Background/foreground assignment depends on sums of binary values within individual blocks. Vehicle detection is carried out through the analysis of blocks assigned to the foreground. The proposed method of background/foreground estimation is intended for systems of traffic measurements and surveillance.
Video-Based Background/Foreground Estimation for Vehicle Detection
The paper describes a new approach to background/foreground estimation in images from a video stream. The proposed method is based on the analysis of small gradients in images. The video stream is recorded with the camera mounted in the measuring station above the road and directed along the road. Input images are converted into binary form and divided into square blocks. For each block the sum of binary values is calculated. Blocks are assigned to the background or to the foreground of an input image. Background/foreground assignment depends on sums of binary values within individual blocks. Vehicle detection is carried out through the analysis of blocks assigned to the foreground. The proposed method of background/foreground estimation is intended for systems of traffic measurements and surveillance.
Video-Based Background/Foreground Estimation for Vehicle Detection
Lect. Notes in Networks, Syst.
Sierpiński, Grzegorz (Herausgeber:in) / Czapla, Zbigniew (Autor:in)
Scientific And Technical Conference Transport Systems Theory And Practice ; 2021 ; Katowice, Poland
03.11.2021
10 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
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