Ms. Kelly Beigh Profile

Kelly Beigh

at Univ of Dayton

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Publications (2)

Proceedings Article | 20 August 2020 Presentation + Paper

Automated material identification and segmentation using deep learning for laser powder bed fusion

Barath Narayanan Narayanan, Kelly Beigh, Solomon Duning, Dathan Erdahl

Proceedings Volume 11511, 115110P (2020) https://doi.org/10.1117/12.2567007

KEYWORDS: Machine learning, Additive manufacturing, Data visualization, Image segmentation, Manufacturing, Image classification, Sensors, Principal component analysis, Edge detection

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Proceedings Article | 6 September 2019 Paper

Support vector machine and convolutional neural network based approaches for defect detection in fused filament fabrication

Barath Narayanan Narayanan, Kelly Beigh, Gregory Loughnane, Nilesh Powar

Proceedings Volume 11139, 1113913 (2019) https://doi.org/10.1117/12.2524915

KEYWORDS: Principal component analysis, Defect detection, Convolutional neural networks, Polymers, Additive manufacturing, Machine learning, Image classification, 3D printing

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