Mr. John Kaniarz Profile

John Kaniarz

at US Army CCDC

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Publications (2)

Proceedings Article | 7 June 2024 Presentation + Paper

Simulation fidelity analysis using deep neural networks

Lalitha Dabbiru, Chris Goodin, Daniel Carruth, Zachary Aspin, Justin Carrillo, John Kaniarz

Proceedings Volume 13035, 1303512 (2024) https://doi.org/10.1117/12.3012275

KEYWORDS: Object detection, Education and training, Machine learning, Evolutionary algorithms, Data modeling, Computer simulations, Neural networks, Micro unmanned aerial vehicles, Detection and tracking algorithms, Convolutional neural networks

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Proceedings Article | 14 June 2023 Presentation + Paper

Fidelity requirements for simulating sensor performance in autonomous ground vehicles

Chris Goodin, Daniel Carruth, Lalitha Dabbiru, Michael Hedrick, Zachary Aspin, Justin Carrillo, John Kaniarz

Proceedings Volume 12529, 1252908 (2023) https://doi.org/10.1117/12.2661663

KEYWORDS: Cameras, Data modeling, Image classification, Education and training, Device simulation, Sensors, Autonomous vehicles, Computer simulations, Light sources and illumination

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