Dr. Yunhui Xie Profile

Dr. Yunhui Xie

at Univ of Southampton

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Author

Publications (4)

Proceedings Article | 4 October 2020 Presentation

Deep learning for microscopy image enhancement and automated labelling

Ben Mills, Benita MacKay, Sophie Blundell, Olivia Etter, Yunhui Xie, Matthew Praeger, Michael McDonnell, Alex Courtier, Robert Eason, Rohan Lewis, James Grant-Jacob

Proceedings Volume 11575, 1157505 (2020) https://doi.org/10.1117/12.2584826

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Proceedings Article | 9 March 2020 Presentation

Particulate sensing using optical fibres and deep learning (Conference Presentation)

Ben Mills, James Grant-Jacob, Saurabh Jain, Yunhui Xie, Benita MacKay, Michael McDonnell, Matthew Praeger, Matthew Loxham, David Richardson, Robert Eason

Proceedings Volume 11299, 112990S (2020) https://doi.org/10.1117/12.2543951

KEYWORDS: Optical fibers, Optical sensing, Particles, Light scattering, Cameras, Convolutional neural networks, Scattering, Neural networks, Glasses, Fiber coupled lasers

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Proceedings Article | 4 March 2019 Presentation

Image-based monitoring of high-precision laser machining via a convolutional neural network (Conference Presentation)

Ben Mills, Daniel Heath, James Grant-Jacob, Yunhui Xie, Benita MacKay, Rob Eason

Proceedings Volume 10906, 109060Z (2019) https://doi.org/10.1117/12.2507376

KEYWORDS: Convolutional neural networks, Image processing, Materials processing, Femtosecond phenomena, Manufacturing, Nonlinear dynamics, Evolutionary algorithms, Neural networks, Light emitting diodes, Cameras

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Proceedings Article | 4 March 2019 Presentation

Neural networks for predictive laser machining capabilities (Conference Presentation)

Ben Mills, Daniel Heath, James Grant-Jacob, Yunhui Xie, Benita Mackay, Robert Eason

Proceedings Volume 10932, 1093208 (2019) https://doi.org/10.1117/12.2507375

KEYWORDS: Neural networks, Visualization, Digital micromirror devices, Beam shaping, 3D image processing, Visual process modeling, Modeling, Data modeling, Optical properties, Diffraction

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