Title :
An embedded real-time pedestrian detection system using an infrared camera
Author :
Walczyk, R. ; Armitage, A. ; Binnie, T.D.
Author_Institution :
Sch. of Eng. & Build Environ., Edinburgh Napier Univ., Edinburgh, UK
Abstract :
An FPGA-based implementation of a pedestrian detection system using thermal infrared imaging is presented. The main feature of the processing platform is its ability to detect pedestrians at frame-rate from an infrared video stream. It is designed as a stand alone processing unit, supporting security systems in low visibility conditions. The processing unit digitizes a video source from a thermal infrared camera and after preprocessing, provides features of the detected pedestrians such as their position, height and width to a host computer where visualization of tracking and statistical operations can be applied to the received data. The data is transmitted to the host PC via a Bluetooth module interfaced to the development board. The wireless communication allows also for remote control of the processing system´s configuration registers. At the present stage of evaluation, the processing unit is limited to detect and transmit the coordinates of one pedestrian in a video frame. The system was implemented using a Xilinx Virtex-II Pro XC2VP30 FPGA chip, no additional memory is required.
Keywords :
Bluetooth; embedded systems; field programmable gate arrays; infrared imaging; object detection; target tracking; video surveillance; Bluetooth module; FPGA chip; PC; XC2VP30; Xilinx Virtex-II Pro; embedded real-time pedestrian detection system; infrared camera; infrared video stream; low visibility condition; security systems; stand alone processing unit; statistical operation; thermal infrared imaging; tracking visualization; wireless communication; FPGA; infrared; pedestrian detection;
Conference_Titel :
Signals and Systems Conference (ISSC 2009), IET Irish
Conference_Location :
Dublin
DOI :
10.1049/cp.2009.1716