Title :
Measuring 3-D location and shape parameters of cylinders by a spatial encoding technique
Author :
Chen, Zen ; Chia, Tsomg-Lin ; Ho, Shinn-Ying
Author_Institution :
Inst. of Comput. Sci. & Inf. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
10/1/1994 12:00:00 AM
Abstract :
We are concerned with the problem of estimation of true cylinder radius, height, location, and orientation. We present mathematical models for measuring these location and shape parameters using a spatial encoding technique. A crucial step in the proposed method is to convert the estimation problem with complex curved stripe patterns to an equivalent, but simpler, estimation problem with line stripe patterns. The notions of silhouette edges and virtual plane are introduced. Various projective geometry techniques are applied to derive the cylinder location and shape parameters. The actual experiment apparatus is set up to employ the developed mathematical models to measure the cylinder geometric parameters. Description of the image-processing tasks for extracting perceived curved stripes and stripe endpoints is given. Sensitivity analysis and proper measures are taken to consider the effects of the uncertainties of stripe endpoints and silhouette edge locations on the measurement. Experiments have confirmed that our measurement method yields quite good results for different cylinders under various measurement environment conditions
Keywords :
edge detection; geometry; image coding; sensitivity analysis; spatial variables measurement; 3D location measurement; complex curved stripe patterns; cylinder radius; image processing; mathematical models; projective geometry; sensitivity analysis; shape parameter measurement; silhouette edge location; spatial encoding; virtual plane; Cameras; Coordinate measuring machines; Curve fitting; Encoding; Engine cylinders; Geometry; Mathematical model; Sensitivity analysis; Shape measurement; Surface fitting;
Journal_Title :
Robotics and Automation, IEEE Transactions on