Dr. Friso G. Heslinga Profile

Dr. Friso G. Heslinga

at TNO

SPIE Involvement:

Author

Publications (6)

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

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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SPIE Journal Paper | 28 May 2022 Open Access

Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation

Julia M. Noothout, Nikolas Lessmann, Matthijs Van Eede, Louis van Harten, Ecem Sogancioglu, Friso Heslinga, Mitko Veta, Bram van Ginneken, Ivana Išgum

JMI, Vol. 9, Issue 05, 052407, (May 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.5.052407

KEYWORDS: Network architectures, Image segmentation, Brain, Medical imaging, Magnetic resonance imaging, Convolutional neural networks, Neuroimaging, Performance modeling, Heart, Computed tomography

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Proceedings Article | 16 March 2020 Presentation + Paper

Direct classification of type 2 diabetes from retinal fundus images in a population-based sample from the Maastricht study

Friso Heslinga, Josien P. Pluim, A.J.H.M. Houben, Miranda Schram, Ronald M. Henry, Coen D. Stehouwer, Marleen van Greevenbroek, Tos T.J.M. Berendschot, Mitko Veta

Proceedings Volume 11314, 113141N (2020) https://doi.org/10.1117/12.2549574

KEYWORDS: Image classification, Eye, Image analysis, Retinal scanning, Image processing

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Proceedings Article | 16 March 2020 Paper

Value based decision support to prioritize development of innovative technologies for image-guided vascular surgery in the hybrid operating theater

Friso Heslinga, Hendrik Koffijberg, Robert Geelkerken, Robbert Meerwaldt, Thijs ter Mors, Carine J. Doggen, Marjan Hummel

Proceedings Volume 11315, 1131525 (2020) https://doi.org/10.1117/12.2549486

KEYWORDS: Surgery, Medicine, Angiography, Image-guided intervention, Ionizing radiation, Radiation effects, Iodine, Aneurysms, Standards development, New and emerging technologies

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Proceedings Article | 15 March 2019 Presentation + Paper

Approximation of a pipeline of unsupervised retina image analysis methods with a CNN

Friso Heslinga, Josien P. Pluim, Behdad Dashtbozorg, Tos T. J. Berendschot, A. J. H. M. Houben, Ronald M. A. Henry, Mitko Veta

Proceedings Volume 10949, 109491N (2019) https://doi.org/10.1117/12.2512393

KEYWORDS: Retina, Image analysis, Image processing, Neural networks, Visualization, Eye, Feature extraction, Convolutional neural networks

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Showing 5 of 6 publications

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