Mr. Kevin Yu Profile

Kevin Yu

at Jet Propulsion Lab.

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Publications (2)

SPIE Journal Paper | 13 January 2021 Open Access

Separation of color channels from conventional colonoscopy images improves deep neural network detection of polyps

Lily Lai, Andrew Blakely, Marta Invernizzi, James Lin, Trilokesh Kidambi, Kurt Melstrom, Kevin Yu, Thomas Lu

JBO, Vol. 26, Issue 01, 015001, (January 2021) https://doi.org/10.1117/12.10.1117/1.JBO.26.1.015001

KEYWORDS: Image segmentation, Colon, Neural networks, Feature extraction, Colorectal cancer, RGB color model, Error control coding, Image classification, Evolutionary algorithms, Tissues

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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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