Mr. Dong Xie Profile

Dong Xie

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Publications (9)

Proceedings Article | 3 June 2022 Paper

A novel deep learning algorithm to process COVID-19 chest x-rays

Dong Xie, Arthur Depoian, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 12104, 121040G (2022) https://doi.org/10.1117/12.2619141

KEYWORDS: Image classification, Statistical modeling, X-rays, X-ray imaging, Chest imaging, Evolutionary algorithms, Binary data, Lung, Performance modeling, Image processing

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Proceedings Article | 31 May 2022 Presentation + Paper

Novel L1 PCA informed K-means color quantization

Lorenzo Jaques, Arthur Depoian, Ethan Murrell, Dong Xie, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 12097, 120970H (2022) https://doi.org/10.1117/12.2619139

KEYWORDS: Quantization, Principal component analysis, RGB color model, Databases, Image quality, Image processing, Computing systems, Visualization

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Proceedings Article | 12 April 2021 Presentation + Paper

A machine learning approach to medical data identification through principal component analysis

Lorenzo Jaques, Arthur Depoian, Dong Xie, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 11730, 1173003 (2021) https://doi.org/10.1117/12.2586038

KEYWORDS: Machine learning, Principal component analysis, Diagnostics, Positron emission tomography, Magnetic resonance imaging, Feature extraction, Electroencephalography, Electrocardiography

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Proceedings Article | 12 April 2021 Presentation + Paper

Novel technique for broadcast footage overlay text recognition

Dong Xie, Arthur Depoian, Lorenzo Jaques, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 11736, 117360P (2021) https://doi.org/10.1117/12.2588177

KEYWORDS: Neural networks, Network architectures, Image processing, Data processing, Binary data

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Proceedings Article | 12 April 2021 Presentation + Paper

Neural network image fusion with PCA preprocessing

Arthur Depoian, Lorenzo Jaques, Dong Xie, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 11730, 117300K (2021) https://doi.org/10.1117/12.2588039

KEYWORDS: Principal component analysis, Neural networks, Image fusion, Visualization, Sensors, Distortion, Data fusion, Transform theory, Sensor fusion, Resistance

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Proceedings Article | 12 April 2021 Presentation + Paper

A convolutional fully connected structure with hard sample memory pool for land use classification

Dong Xie, Arthur Depoian, Lorenzo Jaques, Colleen Bailey

Proceedings Volume 11735, 117350E (2021) https://doi.org/10.1117/12.2588025

KEYWORDS: Remote sensing, Image classification, Statistical modeling, Neural networks, Machine vision, Convolutional neural networks, Computer vision technology

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Proceedings Article | 24 April 2020 Presentation + Paper

Computer vision learning techniques for sports video analytics: removing overlays

Arthur Depoian, Lorenzo Jaques, Dong Xie, Colleen Bailey, Parthasarathy Guturu

Proceedings Volume 11395, 113950M (2020) https://doi.org/10.1117/12.2560888

KEYWORDS: Video, Machine vision, Computer vision technology, Image processing, Edge detection, Analytics, Detection and tracking algorithms, Binary data

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Proceedings Article | 22 April 2020 Presentation + Paper

Novel receipt recognition with deep learning algorithms

Dong Xie, Colleen Bailey

Proceedings Volume 11400, 114000B (2020) https://doi.org/10.1117/12.2558206

KEYWORDS: Detection and tracking algorithms, Image processing, Evolutionary algorithms, Optical character recognition, Neural networks, Network architectures, Image segmentation, Algorithm development, Machine vision, Computer vision technology

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Proceedings Article | 10 May 2019 Presentation + Paper

Comprehensive cooperative deep deterministic policy gradients for multi-agent systems in unstable environment

Dong Xie, Xiangnan Zhong, Qing Yang, Yan Huang

Proceedings Volume 11006, 110060K (2019) https://doi.org/10.1117/12.2519153

KEYWORDS: Neural networks, Algorithm development, Evolutionary algorithms, Detection and tracking algorithms, Stochastic processes, Intelligence systems, Strategic intelligence, Process control, Artificial intelligence, Computing systems

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Showing 5 of 9 publications

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