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

fYear

2009

fDate

1-3 Nov. 2009

Firstpage

405

Lastpage

408

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/ICINIS.2009.110

Filename

5362595