Title :
Application of phase only correlation in velocity measurement based on FPGA
Author :
Xie, Weida ; Zhou, Yuheng ; Li, Ling
Author_Institution :
Inst. of Railway & Urban Rail Transit, Tongji Univ., Shanghai, China
Abstract :
Phase only correlation is commonly used in image matching, because it can measure displacement and rotation amount. A velocity measurement experimental platform is designed with the hardcore based on FPGA. FPGA is mainly used to process image data collected by camera, to realize the phase only correlation algorithm, to compute the maximum of phase only correlation values, and to output the calculated speed. The pipelined construction and Ping-pong operation is adopted in the design of FPGA to accelerate the processing speed of the system, experiment shows that the platform has a good performance in real time situation.
Keywords :
correlation methods; displacement measurement; field programmable gate arrays; image matching; pipeline processing; rotation measurement; velocity measurement; FPGA; displacement measurement; image data processing; image matching; phase only correlation; ping-pong operation; pipelined construction; rotation amount; velocity measurement; Cameras; Correlation; Discrete Fourier transforms; Field programmable gate arrays; Real time systems; SDRAM; Velocity measurement; 2-Dimension FFT; FPGA; Image Matching; Phase Only Correlation; Velocity Measurement;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100453