Dr. Alice M. Durieux Profile

Dr. Alice M. Durieux

at Descartes Labs Inc

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Publications (3)

Proceedings Article | 1 August 2021 Presentation + Paper

Expanding SAR-based probabilistic deforestation detections using deep learning

Alice M. Durieux, Rose Rustowicz, Nikhil Sharma, Jason Schatz, Matthew Calef, Christopher Ren

Proceedings Volume 11843, 1184307 (2021) https://doi.org/10.1117/12.2594031

KEYWORDS: Clouds, Composites, Synthetic aperture radar, Data modeling, Backscatter, Performance modeling, Image segmentation, Near infrared, Earth observing sensors, Interferometric synthetic aperture radar

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Proceedings Article | 19 May 2020 Paper

Deep snow: synthesizing remote sensing imagery with generative adversarial nets

Christopher Ren, Amanda Ziemann, James Theiler, Alice M. Durieux

Proceedings Volume 11392, 113920T (2020) https://doi.org/10.1117/12.2560716

KEYWORDS: Remote sensing, RGB color model, Image quality, Clouds, Image processing, Data modeling, Neural networks, Visualization, Machine learning

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Proceedings Article | 6 September 2019 Paper

Monitoring forest disturbance using change detection on synthetic aperture radar imagery

Alice M. Durieux, Matthew Calef, Scott Arko, Rick Chartrand, Caitlin Kontgis, Ryan Keisler, Michael Warren

Proceedings Volume 11139, 1113916 (2019) https://doi.org/10.1117/12.2528945

KEYWORDS: Synthetic aperture radar, Sensors, Coherence (optics), Composites, Clouds, Backscatter, Interferometry, Image segmentation, Satellites

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