DocumentCode :
2351629
Title :
The application of laser and CCD compound measuring method on 3D object detection
Author :
Fei, Zhigen ; Guo, Junjie ; Wang, Jindong ; Luo, Guofu
fYear :
2010
fDate :
4-7 Aug. 2010
Firstpage :
1199
Lastpage :
1202
Abstract :
Being one of promising development trends of coordinate measuring machine(CMM), non-contact measuring model has been paid more and more attentions, which is especially suitable for those soft, fragile and easy-deformed workpiecs. CCD camera has pretty high precision for 2D image measurement and can capture plenty of information each time. Meanwhile, the laser probe can achieve very high precision in the axial direction. Combining with the both advantages, the compound probe including laser probe and CCD is assembled with a bracket. The axial position relationship of laser probe and CCD can be obtained by means of calibrating the position of standard ball centre. Therefore, the data inspected by laser probe and CCD can be transformed into the same coordinate system and the 3D detection of workpiecs could be realized rapidly. In order to further improve the accuracy of data processing, an optimization algorithm named quasi-Newton method is employed. Information captured by CCD is used as partial initial conditions, which prevents occurrence of local optimization due to inappropriate initial parameter selection of quasi-Newton method. The experimental results demonstrate the validity and robustness of compound measuring method.
Keywords :
coordinate measuring machines; image processing; object detection; 2D image measurement; 3D object detection; CCD compound measuring method; coordinate measuring machine; Charge coupled devices; Compounds; Coordinate measuring machines; Measurement by laser beam; Optical sensors; Optical variables measurement; Probes; CMM; Compound measurement; Image processing; Laser measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location :
Xi´an
ISSN :
2152-7431
Print_ISBN :
978-1-4244-5140-1
Electronic_ISBN :
2152-7431
Type :
conf
DOI :
10.1109/ICMA.2010.5588049
Filename :
5588049
Link To Document :
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