DocumentCode
436868
Title
Automatic burr detection on surfaces of revolution based on adaptive 3D scanning
Author
Claes, Kasper ; Koninckx, Thomas P. ; Bruyninckx, Herman
Author_Institution
Dept. of Mech. Eng., Katholieke Univ. Leuven, Belgium
fYear
2005
fDate
13-16 June 2005
Firstpage
212
Lastpage
219
Abstract
This paper describes how to automatically extract the presence and location of geometrical irregularities on a surface of revolution. To this end a partial 3D scan of the workpiece under consideration is acquired by structured light ranging. The application we focus on is the detection and removal of burrs on industrial workpieces. Cylindrical metallic objects cause a strong specular reflection in every direction. These highlights are compensated for in the projected patterns, hence ´adaptive 3D scanning´. The triangular mesh produced is then used to identify the axis and generatrix of the corresponding surface of revolution. The search space for finding this axis is four dimensional: a valid choice of parameters is two orientation angles (as in spherical coordinates) and the 2D intersection point with the plane spanned by two out of three axis of the local coordinate system. For finding the axis we test the circularity of the planar intersections of the mesh in different directions, using statistical estimation methods to deal with noise. Finally the ´ideal´ generatrix derived from the scan data is compared to the real surface topology. The difference identifies the burr. The algorithm is demonstrated on a metal wheel that has burrs on both sides. Visual servoing of a robotic arm based on this detection is work in progress.
Keywords
mesh generation; object detection; statistical analysis; stereo image processing; adaptive 3D scanning; automatic burr detection; industrial workpieces; revolution surfaces; statistical estimation; structured light ranging; triangular mesh; Manufacturing automation; Mobile robots; Optical reflection; Robot kinematics; Robotics and automation; Service robots; Testing; Topology; Visual servoing; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
3-D Digital Imaging and Modeling, 2005. 3DIM 2005. Fifth International Conference on
ISSN
1550-6185
Print_ISBN
0-7695-2327-7
Type
conf
DOI
10.1109/3DIM.2005.21
Filename
1443248
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