Ms. Sabina B. van Rooij Profile

Sabina B. van Rooij

at TNO

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 17 October 2023 Presentation + Paper

Aerial image segmentation with minimal annotation effort using clustering of pretrained embeddings

Sabina van Rooij, Maarten Kruithof, Wyke Huizinga, Gertjan Burghouts, Klamer Schutte

Proceedings Volume 12742, 127420M (2023) https://doi.org/10.1117/12.2688450

KEYWORDS: Image segmentation, Education and training, Data modeling, Semantics, Performance modeling, Clutter, Buildings, Remote sensing, Prototyping, Dimension reduction

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Proceedings Article | 17 October 2023 Presentation + Paper

Privacy-preserving federated learning with various computer-vision tasks for security applications

Sabina van Rooij, Muriel van der Spek, Arthur van Rooijen, Henri Bouma

Proceedings Volume 12742, 1274205 (2023) https://doi.org/10.1117/12.2681921

KEYWORDS: Data modeling, Machine learning, Image segmentation, Image classification, Object detection, Performance modeling, Computer security, Data privacy

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Proceedings Article | 17 October 2023 Presentation + Paper

One-shot logo detection for large video datasets and live camera surveillance in criminal investigations

Stefanos Demertzis, Sabina van Rooij, Michalis Lazaridis, Henri Bouma, Manuel Álvarez Fernández, Johan-Martijn ten Hove, Rodrigo Sainz Méndez, Petros Daras

Proceedings Volume 12742, 127420E (2023) https://doi.org/10.1117/12.2681903

KEYWORDS: Object detection, Video, Video surveillance, Surveillance, Opacity, Image segmentation, Cameras

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Proceedings Article | 28 October 2022 Presentation + Paper

Federated tool for anonymization and annotation in image data

Sabina van Rooij, Henri Bouma, Jelle van Mil, Johan-Martijn ten Hove

Proceedings Volume 12275, 122750E (2022) https://doi.org/10.1117/12.2637420

KEYWORDS: Data modeling, Sensors, Performance modeling, Artificial intelligence, Human-machine interfaces, Computer architecture, Video, Legal, Detection and tracking algorithms, Computer security

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Proceedings Article | 13 September 2021 Presentation + Paper

Vessel classification for naval operations

Richard J. den Hollander, Sabina van Rooij, Sebastiaan van den Broek, Judith Dijk

Proceedings Volume 11870, 118700N (2021) https://doi.org/10.1117/12.2599513

KEYWORDS: Image resolution, Image classification, Data modeling, Performance modeling, Artificial intelligence, Image quality, Infrared imaging, Cameras, Safety, Neural networks, Maritime surveillance

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