Title :
FPGA-based real-time optical-flow system
Author :
Díaz, Javier ; Ros, Eduardo ; Pelayo, Francisco ; Ortigosa, Eva M. ; Mota, Sonia
Author_Institution :
Comput. Archit. & Technol. Dept., Univ. of Granada, Spain
Abstract :
We describe a pipelined optical-flow processing system that works as a virtual motion sensor. It is based on a field-programmable gate array (FPGA) device enabling the easy change of configuring parameters to adapt the sensor to different speeds, light conditions and other environmental factors. We refer to it as a "virtual sensor" because it consists of a conventional camera as front-end supported by an FPGA processing device, which embeds the frame grabber, optical-flow algorithm implementation, output module, and some configuration and storage circuitry. To the best of our knowledge, this is the first study that presents a fully stand-alone optical-flow processing system to include measurements of the platform performance in terms of accuracy and speed.
Keywords :
field programmable gate arrays; image motion analysis; image sequences; pipeline processing; FPGA-based real-time optical-flow system; field-programmable gate array; pipelined optical-flow processing system; virtual sensor; Adaptive arrays; Cameras; Environmental factors; Field programmable gate arrays; Optical arrays; Optical sensors; Real time systems; Sensor arrays; Sensor phenomena and characterization; Sensor systems; Field-programmable gate arrays (FPGAs); image motion analysis; image processing; pipeline processing; real-time systems;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2005.861947