Research output per year
Research output per year
Personal profile
Education/Academic qualification
Master, Computer Science, University of Twente
Master, Interaction Technology, University of Twente
External positions
Promovendus, Meander Medical Center
1 Feb 2021 → …
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- Geometric Deep Learning
- Computer Vision
- Action Recognition
- Point Clouds
- RD Surgery
- Operating Room
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Dive into the research topics where Beerend Gerats is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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3D human pose estimation in multi-view operating room videos using differentiable camera projections
Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J., 4 Jul 2023, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization. 11, 4, p. 1197-1205 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)142 Downloads (Pure) -
Dynamic Depth-Supervised NeRF for Multi-view RGB-D Operating Room Videos
Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J., 2023, Predictive Intelligence in Medicine : 6th International Workshop, PRIME 2023, Held in Conjunction with MICCAI 2023, Proceedings. Rekik, I., Adeli, E., Park, S. H., Cintas, C. & Zamzmi, G. (eds.). Cham, Switzerland: Springer, p. 218-230 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14277).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Citations (Scopus)40 Downloads (Pure) -
Towards an AI-based assessment model of surgical difficulty during early phase laparoscopic cholecystectomy
Abbing, J. R., Voskens, F. J., Gerats, B. G. A., Egging, R. M., Milletari, F. & Broeders, I. A. M. J., 4 Jul 2023, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 11, 4, p. 1299-1306 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Citations (Scopus)137 Downloads (Pure) -
Depth-Supervised NeRF for Multi-View RGB-D Operating Room Images
Gerats, B. G. A., Wolterink, J. M. & Broeders, I. A. M. J., 22 Nov 2022, 12 p.Research output: Working paper › Preprint › Academic
File98 Downloads (Pure) -
Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera
Gerats, B., Bouma, H., Uijens, W., Englebienne, G. & Spreeuwers, L., 2021, ICPRAM 2021 - Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. De Marsico, M., di Baja, G. S. & Fred, A. (eds.). SCITEPRESS, Vol. 1. p. 594-601 8 p. (International Conference on Pattern Recognition Applications and Methods; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile179 Downloads (Pure)