DocumentCode
3448347
Title
The application of improved canny operator in the PCB wire edge detection
Author
Yanpeng Sun ; Yongtao Wei ; Jun Xu ; Simin Xu
Author_Institution
Electron. Inf. Eng., Shenyang Aerosp. Univ., Shenyang, China
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
275
Lastpage
278
Abstract
In order to improve the effectiveness and speed of edge detection, an improved Canny operator is introduced in this paper for PCB wire edge detection. By adopting an adaptive scale Gaussian filter on the input PCB image, we remove white noise while preserving edge information. For the shortcomings of the traditional Canny operator on slow Gaussian filtering, the two-dimensional convolution is decomposed into two one-dimensional one, plus the last single-threshold processing, thus greatly improving the computation efficiency. The simulation result shows that the method is effective.
Keywords
Gaussian processes; convolution; edge detection; filtering theory; image denoising; image segmentation; printed circuits; white noise; PCB wire edge detection; adaptive scale Gaussian filter; edge information preservation; improved Canny operator; input PCB image; single-threshold processing; two-dimensional convolution decomposition; white noise removal; Convolution; Filtering algorithms; Filtering theory; Image edge detection; Noise; Smoothing methods; Wires; PCB image; edge detection; improved Canny operator; self-adaptable adjust;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2012 5th International Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-0965-3
Type
conf
DOI
10.1109/CISP.2012.6469957
Filename
6469957
Link To Document