Ms. Sarah Eldin Profile

Sarah Eldin

at Jet Propulsion Lab

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Publications (3)

Proceedings Article | 13 May 2019 Presentation + Paper

Optimized training of deep neural network for image analysis using synthetic objects and augmented reality

Thomas Lu, Alexander Huyen, Luan Nguyen, Joseph Osborne, Sarah Eldin, Kyoungsik Yun

Proceedings Volume 10995, 109950I (2019) https://doi.org/10.1117/12.2522198

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Proceedings Article | 13 May 2019 Presentation + Paper

Improved visible to IR image transformation using synthetic data augmentation with cycle-consistent adversarial networks

Kyongsik Yun, Kevin Yu, Joseph Osborne, Sarah Eldin, Luan Nguyen, Alexander Huyen, Thomas Lu

Proceedings Volume 10995, 1099502 (2019) https://doi.org/10.1117/12.2519121

KEYWORDS: Infrared imaging, Visible radiation, Neural networks, Image segmentation, 3D image processing, Data conversion, 3D acquisition, Image enhancement, Image processing, 3D modeling

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Proceedings Article | 13 May 2019 Presentation + Paper

Small target detection for search and rescue operations using distributed deep learning and synthetic data generation

Kyongsik Yun, Luan Nguyen, Tuan Nguyen, Doyoung Kim, Sarah Eldin, Alexander Huyen, Thomas Lu, Edward Chow

Proceedings Volume 10995, 1099507 (2019) https://doi.org/10.1117/12.2520250

KEYWORDS: Target detection, Unmanned aerial vehicles, Video, Image segmentation, Surveillance, Target recognition, Image processing, Cameras

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