Title :
Design of a Cost Effective Real-Time Vehicle Detector System Architecture
Author :
Moon, H.S. ; Alkihimov, Y.V. ; Kim, Y.D.
Author_Institution :
Ajou Univ., Suwon
Abstract :
Vehicle detector system based on image processing technology is a significant domain of ITS(Intelligent Transportation System) Applications. Because it has advantages of low installation cost and does not obstruct traffic during the installation of vehicle detection systems on the road. In this paper, we propose architecture for vehicle detection by using image processing. The architecture consists of two main parts: image processing part, using high speed FPGA: decision and calculation part, using CPU. The CPU part takes charge of total system control and synthetic decision of vehicle detection. The part of FPGA takes charge of input and output image using video encoder and decoder, image classification and image memory control.
Keywords :
automated highways; computer architecture; digital signal processing chips; field programmable gate arrays; image classification; logic design; object detection; real-time systems; road traffic; road vehicles; video coding; CPU; FPGA; image classification; image memory control; image processing technology; intelligent transportation system application; real-time vehicle detector system architecture design; road traffic; video decoder; video encoder; Control systems; Costs; Decoding; Detectors; Field programmable gate arrays; Image processing; Real time systems; Roads; Transportation; Vehicle detection;
Conference_Titel :
Modern Technique and Technologies, 2005. MTT 2005. 11th International Scientific and Practical Conference of Students, Post-graduates and Young Scientists
Conference_Location :
Tomsk
Print_ISBN :
978-0-7803-8877-2
Electronic_ISBN :
978-0-7803-8878-9
DOI :
10.1109/SPCMTT.2005.4493177