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18 September 1997 Determination of bake time and temperature of painted plastic using mathematical morphology and neural networks
Robert M. Lougheed, Michelle Mikulec, John M. Trenkle, David L. McCubbrey
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Proceedings Volume 3205, Machine Vision Applications, Architectures, and Systems Integration VI; (1997) https://doi.org/10.1117/12.285584
Event: Intelligent Systems and Advanced Manufacturing, 1997, Pittsburgh, PA, United States
Abstract
This paper discusses a new automated image analysis technique for inspecting and monitoring changes in plastic bumper surfaces during the paint-baking process. This new technique produces excellent performance, and is appropriate for on-line production monitoring as well as laboratory analysis. The objective of this work was to develop an accurate method for determining the paint bake time and temperature at which parts had been treated. This task was accomplished using mathematical morphology to extract differentiating features from samples collected at three magnifications and sending these feature-vectors to a back-propagation neural network for classification.
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Robert M. Lougheed, Michelle Mikulec, John M. Trenkle, and David L. McCubbrey "Determination of bake time and temperature of painted plastic using mathematical morphology and neural networks", Proc. SPIE 3205, Machine Vision Applications, Architectures, and Systems Integration VI, (18 September 1997); https://doi.org/10.1117/12.285584
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KEYWORDS
Mathematical morphology
Neural networks
Image processing
Image analysis
Inspection
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