Title :
FPGA Implementation of Log-polar Mapping
Author :
Wai Kit Wong ; Chee Wee Choo ; Chu Kiong Loo ; Teh, Joo Peng
Author_Institution :
Fac. of Eng. & Technol., Multimedia Univ., Ayer Keroh
Abstract :
Log-polar or spatially-variant image representation is an important component of active vision system in tracking process for many robotic applications due to its data compression ability, faster sampling rates and hence, direct to faster image processing speed in machine vision system. In this paper, we try to implement log-polar mapping techniques on Xilinx FPGA (field programmable gate array) board for unwarping the omnidirectional images into panoramic images to present a wide angle of view by preserving fine output image quality in a higher data compression manner. Simulations are also run on MATLAB to find out the optimum mapping criterion. Some significant advantages of this new approach are: lighter processing system, lesser space utilization, cost saving, faster processing speed and faster reset time (boot time) compared to a laptop computer that uses MATLAB for doing the unwarping process.
Keywords :
data compression; field programmable gate arrays; image coding; image representation; robot vision; FPGA implementation; MATLAB; Xilinx FPGA; active vision system; data compression; field programmable gate array; image processing; lighter processing system; log-polar mapping; machine vision system; omnidirectional images; optimum mapping criterion; panoramic images; robotic applications; space utilization; spatially-variant image representation; tracking process; Computational modeling; Data compression; Field programmable gate arrays; Image processing; Image quality; Image representation; Image sampling; MATLAB; Machine vision; Robot vision systems; FPGA implementation; log-polar mapping; machine vision; robotic application;
Conference_Titel :
Mechatronics and Machine Vision in Practice, 2008. M2VIP 2008. 15th International Conference on
Conference_Location :
Auckland
Print_ISBN :
978-1-4244-3779-5
Electronic_ISBN :
978-0-473-13532-4
DOI :
10.1109/MMVIP.2008.4749505