Title :
FPGA-based Road Traffic Videodetector
Author :
Marek Gorgon;Piotr Pawlik;Miroslaw Jablonski;Jaromir Przybylo
Author_Institution :
AGH University of Science and Technology
Abstract :
In the present paper the background generation and motion detection algorithms, which are of key importance for the implementation of videodetection, have been presented. A modification of the background generation algorithm, essential for proper algorithm functioning at medium and high road-traffic conditions, has been proposed. Algorithm adaptation for the implementation in reprogrammable device has been also presented. A modification of the SAD algorithm, used in motion detection, has been introduced. The modification allows for regions of interest of irregular shape and structure in the analyzed image. It creates a capability to conduct the calculations in independent and parallel manner for specific, user-defined, active videodetection regions. PixelStream-based implementation has been successfully performed. Real-time verification on reconfigurable platform has been done.
Keywords :
"Vehicle detection","Image analysis","Histograms","Motion detection","Roads","Field programmable gate arrays","Vehicles","Image generation","Pixel","Streaming media"
Conference_Titel :
Digital System Design Architectures, Methods and Tools, 2007. DSD 2007. 10th Euromicro Conference on
Print_ISBN :
0-7695-2978-X;978-0-7695-2978-3
DOI :
10.1109/DSD.2007.4341500