Title :
Design and Implementation of Embedded Moving Objects Detection System
Author :
Duan, Rongxing ; Wan, Guochun ; Dong, Decun ; Zhou, Huilin
Author_Institution :
Sch. of Transp. Eng., Tongji Univ., Shanghai, China
Abstract :
This paper presents the design and implementation of moving objects detection system based on TMS320DM643 (DM643). It focuses on hardware design, algorithm design and system integration. A fast and effective moving objects detection algorithm adapted to DSP implementation based on the improved Gaussian Mixture Models is represented in the paper to enhance the precision and reliability of moving objects detection system. The experimental results demonstrate the reasonable stability and real-time effect of this detection system comparing to the moving objects detection system based on PC.
Keywords :
Gaussian processes; digital signal processing chips; object detection; Gaussian mixture models; TMS320DM643 chip; digital signal processing; moving objects detection system; Algorithm design and analysis; Decoding; Digital signal processing; Digital signal processing chips; Ethernet networks; Hardware; Intelligent networks; Object detection; Random access memory; SDRAM; DM643; Gaussian mixture models; algorithm optimization; background subtraction;
Conference_Titel :
Intelligent Networks and Intelligent Systems, 2009. ICINIS '09. Second International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-5557-7
Electronic_ISBN :
978-0-7695-3852-5
DOI :
10.1109/ICINIS.2009.110
