Title :
New approaches to machine vision based displacement analysis
Author :
Neumayr, Richard ; Harker, Matthew ; O´Leary, Paul ; Golser, Johann
Author_Institution :
Inst. for Autom., Univ. of Leoben, Leoben, Austria
Abstract :
The paper describes the design and manufacturing of optical components; calibration and evaluation procedures; together with thermally stable housings. All these elements are required for the implementation of accurate optical displacement and orientation sensors. Printed hexagonal and rectangular dot-patterns on optical glass are investigated with respect to their spatial scattering properties of an incident laser beam, and as a means of implementing semi-transparent windows to image laser spots on two parallel targets. The positions of the laser spots are observed by two cameras. The mapping from pixel coordinates to real world coordinates is implemented via a bivariate tensor polynomial product, whereby the calibration coefficients are determined in a manner such that the distortion associated with the optical component, e.g., lens distortion is compensated. The covariance propagation is explicitly computed for the calibration process and used to optimize the selection of the polynomial degree. This reflects the trade-off minimizing between the systematic and stochastic errors. The new technique and methods are demonstrated in the design of and implementation of an active optical laser target for machine guidance control. This measurement instrument, rigidly fixed on a Tunnel Boring Machine (TBM), measures the orientation and position of the machine where an off-vehicle reference laser beam is projecting its laser spots on two parallel targets. Precise vision-based measurements of the laser spot positions are achieved, yielding a standard deviation of the displacement error of 0.05 [mm] and for yaw and pitch of 0.02 [degree].
Keywords :
calibration; computer vision; computerised instrumentation; displacement measurement; image sensors; light scattering; measurement by laser beam; optical sensors; polynomials; tensors; TBM; active optical laser target; bivariate tensor polynomial product; calibration coefficients; cameras; covariance propagation; displacement analysis; displacement error; image laser spots; incident laser beam; laser spot positions; lens distortion; machine guidance control; machine vision; measurement instrument; off-vehicle reference laser beam; optical components; optical displacement sensors; optical glass; orientation sensors; polynomial degree selection optimization; precise vision-based measurements; printed hexagonal patterns; rectangular dot-patterns; semitransparent windows; spatial scattering properties; stochastic errors; systematic errors; thermally stable housings; tunnel boring machine; Accuracy; Calibration; Cameras; Laser beams; Measurement by laser beam; Optical distortion; Polynomials;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location :
Graz
Print_ISBN :
978-1-4577-1773-4
DOI :
10.1109/I2MTC.2012.6229371