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Martin Ruane
at Naval Air Systems Command
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Publications (2)
Proceedings Article | 12 April 2021 Presentation + Paper
Semi-supervised exemplar learning for object detection in aerial imagery
Lucas Overbey, Jamie Lyle, Jean Pan, Branson Holt, Alan Jaegar, Ryan Jaeger, Todd van Epps, Martin Ruane
Proceedings Volume 11733, 117330B (2021) https://doi.org/10.1117/12.2586115
KEYWORDS: Airborne remote sensing, Visualization, Target detection, Sensors, Machine vision, Environmental sensing, Convolutional neural networks, Computer vision technology
Proceedings Article | 14 May 2019 Presentation + Paper
Identifying low-profile objects from low-light UAS imagery using cascading deep learning
Lucas Overbey, Jean Pan, Jamie Lyle, Georgianna Campbell, Alan Jaegar, Ryan Jaegar, Todd Van Epps, Martin Ruane
Proceedings Volume 11001, 1100116 (2019) https://doi.org/10.1117/12.2518259
KEYWORDS: RGB color model, Binary data, Image classification, Blob detection, Infrared imaging, Data modeling, Sensors, Image processing, Warfare, Unmanned aerial vehicles, Target detection, Machine learning, Convolutional neural networks
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