Ms. Chelsea Mediavilla Profile

Chelsea Mediavilla

at SPAWAR Pacific

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Author

Publications (6)

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 | 13 June 2023 Poster + Paper

Leveraging motion saliency via frame differencing for enhanced object detection in videos

Lena Nans, Chelsea Mediavilla, Diego Marez, Shibin Parameswaran

Proceedings Volume 12527, 125270V (2023) https://doi.org/10.1117/12.2678373

KEYWORDS: Video, Cameras, Object detection, RGB color model, Education and training, Detection and tracking algorithms, Video surveillance, Image processing, Signal processing, Feature extraction

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Proceedings Article | 12 September 2021 Presentation + Paper

Detecting aerial objects: drones, birds, and helicopters

Chelsea Mediavilla, Lena Nans, Diego Marez, Shibin Parameswaran

Proceedings Volume 11870, 118700J (2021) https://doi.org/10.1117/12.2600068

KEYWORDS: Sensors, Video, Transformers, Data modeling, Video surveillance, Detection and tracking algorithms, Machine vision, Computer vision technology

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Proceedings Article | 2 June 2020 Presentation + Paper

GAN-based unpaired image-to-image translation for maritime imagery

Chelsea Mediavilla, Jonathan Sato, Mitch Manzanares, Marissa Dotter, Shibin Parameswaran

Proceedings Volume 11398, 113980K (2020) https://doi.org/10.1117/12.2561732

KEYWORDS: Data modeling, Image classification, Image quality, Satellite imaging, Earth observing sensors, Satellites, Machine learning, Visualization, Visual process modeling, Computer vision technology, Synthetic vision

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Proceedings Article | 4 June 2019 Presentation + Paper

Into the wild: a study in rendered synthetic data and domain adaptation methods

Marissa Dotter, Chelsea Mediavilla, Jonathan Sato, Chris Ward, Shibin Parameswaran, Josh Harguess

Proceedings Volume 10992, 109920D (2019) https://doi.org/10.1117/12.2518774

KEYWORDS: Image classification, Detection and tracking algorithms, Data modeling, Statistical analysis, Image quality, Visualization, Neural networks, Satellite imaging, Earth observing sensors, Satellites

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Proceedings Article | 13 May 2019 Presentation + Paper

Deep learning for automatic ordnance recognition

Chris Ward, Josh Harguess, Cameron Hilton, Chelsea Mediavilla, Keith Sullivan, Rick Watkins

Proceedings Volume 10992, 109920H (2019) https://doi.org/10.1117/12.2519241

KEYWORDS: Data modeling, Image classification, Rockets, Land mines, Image segmentation, Photography, 3D modeling, Machine learning, Cameras, Warfare

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Showing 5 of 6 publications

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