Ms. Aimee Moses Profile

Aimee Moses

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Publications (2)

Proceedings Article | 16 June 2023 Presentation + Paper

Diversity-based active learning: creating a representative object detection dataset in 3D point clouds

Aimee Moses, Christopher Bogart, Kelsey O'Haire, Lidia Solorzano, Elinor Yeo

Proceedings Volume 12525, 125250F (2023) https://doi.org/10.1117/12.2663179

KEYWORDS: Feature extraction, Uncertainty analysis, Machine learning, Computer vision technology, Active learning, Point clouds, Object detection, Deep learning

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Proceedings Article | 27 May 2022 Presentation + Paper

Localization-based active learning (LOCAL) for object detection in 3D point clouds

Aimee Moses, Srikanth Jakkampudi, Cheryl Danner, Derek Biega

Proceedings Volume 12099, 1209907 (2022) https://doi.org/10.1117/12.2618513

KEYWORDS: Clouds, Sensors, 3D modeling, Detection and tracking algorithms, Stochastic processes, Monte Carlo methods, LIDAR, Synthetic aperture radar, Uncertainty analysis, Spatial data uncertainty, Image classification

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