An automated inspection system

被引:83
作者
Prieto, F
Redarce, T
Lepage, R
Boulanger, P
机构
[1] Univ Nacl Colombia, Grp Percept & Control Inteligente, Manizales, Caldes, Colombia
[2] ETS, Lab Imagerie Vis & Intelligence Artificielle, Montreal, PQ, Canada
[3] Univ Alberta, Dept Comp Sci, Edmonton, AB, Canada
关键词
CAD based vision; inspection; range image; registration; segmentation;
D O I
10.1007/s001700200104
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 [计算机科学与技术];
摘要
An automated inspection system for manufactured parts is proposed using a cloud of 3D measured points of a part provided by a range sensor, and its CAD model. In spite of the high precision attained by coordinate measuring machines (CMM), range sensors offer significant advantages for dimensional inspection: a high speed of digitisation and the capacity to take 3D measurements on the it-hole surfaces of a part without physical contact. The system first registers a cloud of 3D points with a CAD model of the part, then segments the 3D points in different surfaces by using the CAD model, and finally measures the control of the specified tolerances on the part. Results of the inspection are displaced in two ways: visually, using a colour map to display the level of discrepancy between the measured points and the CAD model, and a hardcopy report of the evaluation results of the tolerance specifications. Two range sensor technologies have been tested and inspection results are compared with the results obtained with a CMM.
引用
收藏
页码:917 / 925
页数:9
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