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Modeling errors for dimensional inspection using active vision
Journal article   Peer reviewed

Modeling errors for dimensional inspection using active vision

Christopher C Yang, Michael M Marefat and Frank W Ciarallo
Robotics and computer-integrated manufacturing, v 15(1), pp 23-37
1999

Abstract

Computer integrated inspection Displacement error Error analysis Quantization error 3D vision Scene analysis Active vision Image understanding Dimensional inspection
In active vision inspection, errors in dimensional measurements are often due to displacement of the sensor and image digitization effects. Using a model of error in linear measurements based on a normally distributed sensor displacement, uniform image digitization and geometric approximation, the accuracy of measurements from a particular sensor setting can be assessed. In comparison with experimental measurements, this error model demonstrates a high predictive ability. Related experiments demonstrate a procedure for assessing the accuracy of sensor settings providing insight into what sensor settings lead to lower measurement variances and thus higher measurement reliability.

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5 citations in Scopus

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Collaboration types
Domestic collaboration
International collaboration
Web of Science research areas
Computer Science, Interdisciplinary Applications
Engineering, Manufacturing
Robotics
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