Mr. Jan Erik van Woerden Profile

Jan Erik van Woerden

at TNO

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Author

Publications (4)

Proceedings Article | 13 November 2024 Presentation + Paper

Visual prompt tuning and ensemble undersampling for one-shot vehicle classification

Jan Erik van Woerden, Gertjan Burghouts, Sabina van Rooij, Frank Ruis, Judith Dijk, Hugo Kuijf

Proceedings Volume 13206, 132060G (2024) https://doi.org/10.1117/12.3029517

KEYWORDS: Image classification, Visualization, Visual process modeling, Machine learning, Defense and security, Performance modeling, Data modeling, Cross validation

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Proceedings Article | 1 November 2024 Presentation + Paper

Zero-shot neuro-symbolic parsing of body keypoints

Dalia Aljawaheri, Gertjan Burghouts, Jan Erik van Woerden, Judith Dijk, Hugo Kuijf

Proceedings Volume 13200, 132001C (2024) https://doi.org/10.1117/12.3031487

KEYWORDS: Weapons, Video, Firearms, Image resolution, Image classification, Pose estimation, Performance modeling, Logic, Object detection, Artificial intelligence, Machine learning

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Proceedings Article | 7 June 2024 Presentation + Paper

Combining simulated data, foundation models, and few real samples for training object detectors

Friso Heslinga, Thijs Eker, Ella Fokkinga, Jan Erik van Woerden, Frank Ruis, Richard J. den Hollander, Klamer Schutte

Proceedings Volume 13035, 1303509 (2024) https://doi.org/10.1117/12.3013375

KEYWORDS: Deep learning, Scene simulation, Computer simulations, Object detection, Detector development

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Proceedings Article | 17 October 2023 Presentation + Paper

Leveraging temporal context in deep learning methodology for small object detection

Friso Heslinga, Frank Ruis, Luca Ballan, Martin van Leeuwen, Beatrice Masini, Jan Erik van Woerden, Richard J. den Hollander, Martin Berndsen, Jan Baan, Judith Dijk, Wyke Huizinga

Proceedings Volume 12742, 127420H (2023) https://doi.org/10.1117/12.2675589

KEYWORDS: Object detection, Video, Deep learning, Infrared cameras, Image segmentation

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