Mr. Luca Ballan Profile

Luca Ballan

Computer Vision Scientist at TNO

SPIE Involvement:

Author

Area of Expertise:

Deep Learning , Computer Vision , Python , Data Processing , Decision Support , Artificial Intelligence

Publications (4)

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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Proceedings Article | 17 October 2023 Presentation + Paper

Ship detection in thermal infrared using paired visible light images and domain adaptation via knowledge distillation

Jorge G. O. Melo, Luca Ballan, Bas S. P. van den Broek, Jan Baan, Judith Dijk, Wyke Huizinga, Arta Dilo

Proceedings Volume 12742, 127420K (2023) https://doi.org/10.1117/12.2680071

KEYWORDS: Object detection, Education and training, Performance modeling, Data modeling, Sensors, Thermography, Visible radiation, Video surveillance, Surveillance, Infrared radiation

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Proceedings Article | 17 October 2023 Presentation + Paper

The effect of simulation variety on a deep learning-based military vehicle detector

Thijs Eker, Friso Heslinga, Luca Ballan, Richard J. den Hollander, Klamer Schutte

Proceedings Volume 12742, 127420O (2023) https://doi.org/10.1117/12.2679808

KEYWORDS: 3D modeling, High dynamic range imaging, Object detection, Deep learning

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Proceedings Article | 28 October 2022 Presentation + Paper

Combatting fraud on travel, identity, and breeder documents

Henri Bouma, Jelle Van Mil, Johan-Martijn ten Hove, Raimon Pruim, Arthur van Rooijen, Alexander Kern, Luca Ballan, Ben Kromhout, Dominic Wolbers, Hans de Moel, Niels Dolstra, Gerton Bomhof, Demi de Rooij

Proceedings Volume 12275, 122750B (2022) https://doi.org/10.1117/12.2637416

KEYWORDS: Artificial intelligence, Optical character recognition, Printing, Sensors, Data modeling, Binary data, Inkjet technology, New and emerging technologies, Performance modeling, Laser engraving, Visualization

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