Ms. Jane N. Berk Profile

Jane N. Berk

at Alutiiq LLC

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Publications (3)

Proceedings Article | 13 June 2023 Presentation + Paper

Shipboard tank corrosion segmentation via deep learning

Jane Berk, Chelsea Mediavilla, Michael Hess, Mark Bilinski, Raymond Provost

Proceedings Volume 12527, 125270F (2023) https://doi.org/10.1117/12.2678327

KEYWORDS: Corrosion, Data modeling, Education and training, Image segmentation, Inspection, Panoramic photography, Detection and tracking algorithms, Computer vision technology, Convolution, Deep learning

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Proceedings Article | 12 June 2023 Paper

Evaluating the efficacy of different adversarial training strategies

Roger Sengphanith, Diego Marez, Jane Berk, Shibin Parameswaran

Proceedings Volume 12538, 125381W (2023) https://doi.org/10.1117/12.2678377

KEYWORDS: Adversarial training, Data modeling, Statistical modeling, Defense and security, Neural networks, Machine learning

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Proceedings Article | 23 April 2020 Paper

Maritime LOD balancing: evaluating the effect of level of detail on ship classification

Cameron Hilton, Jane Berk, Shibin Parameswaran

Proceedings Volume 11398, 113980E (2020) https://doi.org/10.1117/12.2561723

KEYWORDS: 3D modeling, Data modeling, Image quality, Image classification, RGB color model, Light sources and illumination, 3D image processing, Satellite imaging, Earth observing sensors, Satellites

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