Mr. Lorenzo E. Jaques Profile

Lorenzo E. Jaques

at Raytheon Missiles & Defense

SPIE Involvement:

Author

Area of Expertise:

Computer Vision , Machine Learning , Optimization Theory , Electrical Engineering

Publications (6)

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 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 | 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

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

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 | 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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Showing 5 of 6 publications

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