Mr. Frank P. A. Benders Profile

Frank P. A. Benders

at TNO

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Publications (2)

Proceedings Article | 13 November 2024 Presentation + Paper

The validation of simulation for testing deep-learning-based object recognition

Ella Fokkinga, Merel te Hofsté, Richard J. den Hollander, Remco van der Meer, Frank P. Benders, Frank ter Haar, Véronique Marquis, Melvin van Berkel, Jeroen Voogd, Thijs Eker, Klamer Schutte

Proceedings Volume 13206, 132060P (2024) https://doi.org/10.1117/12.3031704

KEYWORDS: Computer simulations, Data modeling, Object detection, Sensors, Cameras, Performance modeling, Rain, Education and training, Device simulation, Deep learning

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Proceedings Article | 17 October 2023 Presentation + Paper

Predicting DNN classification performance on degraded imagery

Lotte Nijskens, Richard J. den Hollander, Jorge G. Melo, Frank P. Benders, Klamer Schutte

Proceedings Volume 12742, 127420S (2023) https://doi.org/10.1117/12.2682052

KEYWORDS: Performance modeling, Image classification, Image resolution, Neural networks, Network architectures, Motion models, Image quality, Visual process modeling

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