Title :
High precision X-ray stereo for automated 3D CAD-based inspection
Author :
Noble, J. Alison ; Gupta, Rajiv ; Mundy, Joe ; Schmitz, Andrea ; Hartley, Richard I.
Author_Institution :
GE Corp. Res. & Dev. Center, Schenectady, NY, USA
fDate :
4/1/1998 12:00:00 AM
Abstract :
An important challenge in industrial metrology is to provide rapid measurement of critical 3D internal object geometry for either inspecting high volume parts or controlling a machining process. Existing metrological techniques are typically too slow to meet this need or can not measure small features with high precision. In this paper, we present a new method that achieves fast, accurate, internal 3D geometry measurement based on 3D reconstruction from a few X-ray views of a part. Our approach utilizes an accurate camera model for the X-ray sensor, calibration using in situ ground truth and geometry-guided X-ray feature extraction to achieve this goal and has been fully implemented in a prototype 3D measurement system. We describe a novel application of the system to CAD-based verification of drilled hole positioning. Experimental results are given to illustrate the precision of the system and 3D measurement on real industrial parts
Keywords :
CAD; X-ray imaging; calibration; feature extraction; image reconstruction; inspection; stereo image processing; 3D internal object geometry; 3D reconstruction; CAD-based verification; automated 3D CAD-based inspection; calibration; camera model; drilled hole positioning; geometry-guided X-ray feature extraction; high-precision X-ray stereo; industrial metrology; internal 3D geometry measurement; machining process control; metrological techniques; real industrial parts; Automatic control; Cameras; Geometry; Industrial control; Inspection; Machining; Metrology; Process control; Solid modeling; Volume measurement;
Journal_Title :
Robotics and Automation, IEEE Transactions on