Mr. David M. Alexander Profile

David M. Alexander

at US Army Research Lab

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Publications (3)

Proceedings Article | 30 May 2022 Paper

Increasing image segmentation accuracy on small datasets by merging multiple inferences on augmented images

Venkateswara Dasari, Billy Geerhart, David Alexander

Proceedings Volume 12117, 1211709 (2022) https://doi.org/10.1117/12.2618571

KEYWORDS: Image segmentation, Data modeling, Statistical modeling, Reverse modeling, Image processing algorithms and systems, Algorithm development, Image processing, Taxonomy, Switches, Process modeling

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Proceedings Article | 12 April 2021 Presentation + Paper

Deep neural network model optimizations for resource constrained tactical edge computing platforms

Venkat Dasari, Billy Geerhart, Peng Wang, David Alexander

Proceedings Volume 11751, 117510E (2021) https://doi.org/10.1117/12.2585784

KEYWORDS: Neural networks, Optimization (mathematics), Tactical intelligence, Artificial intelligence, Situational awareness sensors

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Proceedings Article | 12 April 2021 Presentation + Paper

Efficient normalization techniques to optimize AI models for deployment in tactical edge

Billy Geerhart, Venkat Dasari, Peng Wang, David Alexander

Proceedings Volume 11751, 117510F (2021) https://doi.org/10.1117/12.2585788

KEYWORDS: Artificial intelligence, Sensors, Databases, Data modeling

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