Title :
Hardware, Design and Implementation Issues on a Fpga-Based Smart Camera
Author :
Dias, Fabio ; Berry, François ; Sérot, Jocelyn ; Marmoiton, François
Author_Institution :
Univ. Blaise Pascal, Aubiere
Abstract :
Processing images to extract useful information in real-time is a complex task, dealing with large amounts of iconic data and requiring intensive computation. Smart cameras use embedded processing to save the host system from the low-level processing load and to reduce communication flows and overheads. Field programmable devices present special interest for smart cameras design: flexibility, reconfigurability and parallel processing skills are some specially important features. In this paper we present a FPGA-based smart camera research platform. The hardware architecture is described, and some design issues are discussed. Our goal is to use the possibility to reconfigure the FPGA device in order to adapt the system architecture to a given application. To that, a design methodology, based on pre-programmed processing elements, is proposed and sketched. Some implementation issues are discussed and a template tracking application is given as example, with its experimental results.
Keywords :
CMOS image sensors; cameras; field programmable gate arrays; intelligent sensors; parallel processing; reconfigurable architectures; FPGA-based smart camera; field programmable devices; flexibility; hardware architecture; image processing; information extraction; parallel processing; preprogrammed processing elements; reconfigurability; template tracking application; Computer architecture; Data mining; Design methodology; Face detection; Face recognition; Field programmable gate arrays; Hardware; Image processing; Object detection; Smart cameras; FPGA-based system; Smart camera; design methodology; embedded image processing; reconfigurable architecture;
Conference_Titel :
Distributed Smart Cameras, 2007. ICDSC '07. First ACM/IEEE International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-1-4244-1354-6
Electronic_ISBN :
978-1-4244-1354-6
DOI :
10.1109/ICDSC.2007.4357501