A multiscale assembly inspection algorithm
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Date
Authors
Bouman, Charles Addison, author
Tretter, Daniel, author
Maciejewski, Anthony A., author
Khawaja, Khalid W., author
IEEE, publisher
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Journal ISSN
Volume Title
Abstract
An important aspect of robust automated assembly is an accurate and efficient method for the inspection of finished assemblies. This novel algorithm is trained on synthetic images generated using the CAD model of the different components of the assembly. Once trained on synthetic images, the algorithm can detect assembly errors by examining real images of the assembled product.
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Subject
learning systems
visual databases
CAD
assembling
object detection
automatic optical inspection
computer graphics