Title :
A novel way to process light-section image of wheel set outline based on B-spline function
Author :
Jing Li ; Xiaorong Gao ; Kai Yang
Author_Institution :
Nondestructive Testing Res. Center, Southwest Jiaotong Univ., Chengdu, China
Abstract :
In order to eliminate the shot noise and extract precise wheel contour line in online dynamic detection system for locomotive, threshold denoising method and smooth spline fitting are proposed in the paper. Furthermore, cubic B-spline interpolation is used to do subsequent processing on the principal curve. Before math processing on the curve, in advance the light-section image pixels are transformed into data points in rectangular coordinates to ensure higher precision of the wheel outline curve. Experimental results show that methods to process light-section image of wheel outline based on B-spline function is able to provide measurement data with higher precision when monitoring abrasion of key parts on wheel set.
Keywords :
interpolation; locomotives; nondestructive testing; shot noise; splines (mathematics); wheels; B-spline function; cubic B-spline interpolation; light-section image pixels; locomotive method; math processing; online dynamic detection system; rectangular coordinates; shot noise; smooth spline fitting; threshold denoising method; wheel contour line; wheel outline curve; wheel set outline; Fitting; Noise; Optical filters; Splines (mathematics); Vehicle dynamics; Wheels; Wiener filters; curve fitting; light-section method; spline function; wheel set outline;
Conference_Titel :
Nondestructive Evaluation/Testing (FENDT), 2014 IEEE Far East Forum on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-4731-7
DOI :
10.1109/FENDT.2014.6928279