DocumentCode :
2113765
Title :
De-noising and welding corner extraction method of point cloud from large-scale hull section
Author :
Zhao Weiling ; Cheng Junting ; Xiao Shengbing ; Liu Tao ; Li Qiuxia
Author_Institution :
Modern Manuf. Eng. center, Heilongjiang Univ. of Sci. & Technol., Harbin, China
fYear :
2010
fDate :
29-31 July 2010
Firstpage :
3042
Lastpage :
3046
Abstract :
Reverse Engineering is one method for digital product development, which is more and more widely used in the measurement of big scale accessory and complicated curve surface reverse, for example, large-scale measurement in the shipbuilding industry, with the development of modern shipbuilding technology, this technology is highly emphasized. Data de-noising and corner extraction methods of point cloud from measured hull section are the key technology of reverse engineering, the result will affect the quality of model reconstruction directly. So in this paper, firstly present a comprehensive data de-noising method to the hull section and get better data points, make use of the edge extraction and sorting method to obtain ordered edge points, secondly propose the adaptive method to calculate the support region for the straight line fitting, finally calculate the intersection of the straight lines to get corners and borders of point cloud. Through experiments we get the results, verify that data de-noising and corner extraction methods are feasible and have good anti-interference ability, and good ability to detect and locate the corner points.
Keywords :
edge detection; image denoising; image reconstruction; marine engineering; product development; reverse engineering; shipbuilding industry; sorting; welding; curve surface reverse; data denoising; digital product development; edge extraction; hull section; large-scale measurement; model reconstruction; point cloud; reverse engineering; shipbuilding industry; sorting method; straight line fitting; welding corner extraction; Clouds; Data mining; Data models; Feature extraction; Image edge detection; Noise; Noise reduction; Corner Detection; Data De-noising; Data Processing; Large-scale Measurement; Reverse Engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
Type :
conf
Filename :
5573676
Link To Document :
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