Publicaties
2024
Neural fields for 3D tracking of anatomy and surgical instruments in monocular laparoscopic video clips (2024)Healthcare Technology Letters, 11(6), 411-417. Gerats, B. G. A., Wolterink, J. M., Mol, S. P. & Broeders, I. A. M. J.https://doi.org/10.1049/htl2.12113NeRF-OR: neural radiance fields for operating room scene reconstruction from sparse-view RGB-D videos (2024)International journal of computer assisted radiology and surgery (E-pub ahead of print/First online). Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.1007/s11548-024-03261-5Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips (2024)[Working paper › Preprint]. ArXiv.org. Gerats, B. G. A., Wolterink, J. M., Mol, S. P. & Broeders, I. A. M. J.https://doi.org/10.48550/arXiv.2403.19265
2023
3D human pose estimation in multi-view operating room videos using differentiable camera projections (2023)Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 11(4), 1197-1205. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.1080/21681163.2022.2155580Towards an AI-based assessment model of surgical difficulty during early phase laparoscopic cholecystectomy (2023)Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 11(4), 1299-1306. Abbing, J. R., Voskens, F. J., Gerats, B. G. A., Egging, R. M., Milletari, F. & Broeders, I. A. M. J.https://doi.org/10.1080/21681163.2022.2163296Dynamic Depth-Supervised NeRF for Multi-view RGB-D Operating Room Videos (2023)In Predictive Intelligence in Medicine : 6th International Workshop, PRIME 2023, Held in Conjunction with MICCAI 2023, Proceedings (pp. 218-230) (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 14277). Springer. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.1007/978-3-031-46005-0_19
2022
Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images (2022)[Working paper › Preprint]. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.Dynamic Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images (2022)[Working paper › Preprint]. ArXiv.org. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.48550/arXiv.2211.124363D human pose estimation in multi-view operating room videos using differentiable camera projections (2022)[Working paper › Preprint]. ArXiv.org. Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J.https://doi.org/10.48550/arXiv.2210.11826
2021
Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera (2021)In ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods (pp. 594-601) (International Conference on Pattern Recognition Applications and Methods; Vol. 1). SCITEPRESS. Gerats, B., Bouma, H., Uijens, W., Englebienne, G. & Spreeuwers, L.https://doi.org/10.5220/0010303505940601
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