Title :
Fast subpixel edge extraction based on two Fourier-Mellin moments with different mask sizes
Author :
Zeng, Tao ; Shi, Gengchen ; Zheng, Huayin ; Wang, Zhen
Author_Institution :
Nat. Lab. of Mechatron. Eng. & Control, Beijing Inst. of Technol., Beijing, China
Abstract :
In order to quickly and exactly extract the subpixel image edge, a new method of subpixel image edge based on Fourier-Mellin moment is proposed. Firstly all possible edge points were detected quickly with using Fourier-Mellin moment operator with mask size of 3×3, secondly a Fourier-Mellin moment operator with mask size of 7×7 was used to relocate the edge with subpixel accuracy. Experiment results show that the method has good subpixel accuracy, and its processing time is 1.53s. Therefore, the method has advantages of both short running time and high accuracy.
Keywords :
Fourier transforms; edge detection; feature extraction; Fourier-Mellin moment; mask sizes; subpixel image edge extraction; Accuracy; Algorithm design and analysis; Image edge detection; Mathematical model; Noise; Pixel; USA Councils; OFMM; edge detection; model effect; subpixel edge;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location :
XianNing
Print_ISBN :
978-1-61284-458-9
DOI :
10.1109/CECNET.2011.5769028
