Title :
Chip-Based Design for Real-Time Moving Object Detection Using a Digital Camera Module
Author :
Yu, Ying-Hao ; Ha, Q.P. ; Kwok, N.M.
Author_Institution :
Sch. of Electr., Mech. & Mechatron. Syst., Univ. of Technol., Sydney, NSW, Australia
Abstract :
Digital cameras have been a popular candidate device employed in visual sensing applications. Its attractive features, including wide detection range, high resolution, and reliable performance, have made the digital camera an indispensable sensor in surveillance and machine vision systems. In this paper, we propose an implementation of real-time motion detection using a fully digital integrated circuit design approach. This system is foreshadowed in the future as an essential venue for the class of miniaturized motion sensing systems. By comparing to the traditional counterparts, our system is immune from common computation dilemmas for real-time processing. The proposed one-page-comparison (OPC) mechanism also contributes to the reduction of the memory and logic gates used in a field programmable gate array (FPGA) chip. Satisfactory performances are obtained in real-life test scenarios using this approach, which complements the requirement for a high resolution digital camera equipped in the motion detection system.
Keywords :
cameras; computer vision; digital circuits; digital signal processing chips; field programmable gate arrays; image motion analysis; integrated circuit design; logic gates; object detection; surveillance; chip-based design; digital camera module; digital integrated circuit design approach; field programmable gate array chip; indispensable sensor; logic gate; machine vision system; memory reduction; miniaturized motion sensing systems; one-page-comparison mechanism; real-time motion detection; real-time moving object detection; surveillance system; visual sensing applications; Computer vision; Digital cameras; Field programmable gate arrays; Integrated circuit reliability; Motion detection; Object detection; Programmable logic arrays; Sensor phenomena and characterization; Sensor systems; Surveillance;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5304677