Beerend Gerats
Beerend is a PhD candidate in computer science at the University of Twente. His research is carried out at the Meander Medical Center in Amersfoort (The Netherlands) and is directed towards computer vision and AI in surgical videos.
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Research
Image and video processing, (geometric) deep learning, machine learning, computer-assisted surgery
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Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips
Beerend Gerats, Jelmer Wolterink, Seb Mol, Ivo Broeders
arXiv, 2024
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Dynamic Depth-Supervised NeRF for Multi-view RGB-D Operating Room Videos
Beerend Gerats, Jelmer Wolterink, Ivo Broeders
AmI4HC Workshop at MICCAI (2023), 2023
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Towards an AI-based Assessment Model of Surgical Difficulty During Early Phase Laparoscopic Cholecystectomy
Julian Abbing, Frank Voskens, Beerend Gerats, Ruby Egging, Fausto Milletari, Ivo Broeders
AE-CAI | CARE | OR2.0 Workshop at MICCAI (2022), 2023
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3D Human Pose Estimation in Multi-view Operating Room Videos Using Differentiable Camera Projections
Beerend Gerats, Jelmer Wolterink, Ivo Broeders
AE-CAI | CARE | OR2.0 Workshop at MICCAI (2022), 2023
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Individual Action and Group Activity Recognition in Soccer Videos from a Static Panoramic Camera
Beerend Gerats, Henri Bouma, Wouter Uijens, Gwenn Englebienne, Luuk Spreeuwers
International Conference on Pattern Recognition Applications and Methods, 2021
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