2024

LoViT LoViT: Long Video Transformer for surgical phase recognition
Yang Liu, Maxence Boels, Luis C. Garcia Peraza Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sebastien Ourselin
Medical Image Analysis (MedIA), 2024 		[ link ]
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Reliability diagram Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation
Theodore Barfoot, Luis C. Garcia Peraza Herrera, Ben Glocker, Tom Vercauteren
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 		[ link ]
[ arXiv ]

2023

Video storyboard VideoSum: A Python Library for Surgical Video Summarization
Luis C. Garcia Peraza Herrera, Sebastien Ourselin, Tom Vercauteren
Conference on New Technologies for Computer and Robot Assisted Surgery (CRAS), 2023 		[ arXiv ]
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t-SNE Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB)
Luis C. Garcia Peraza Herrera, Conor Horgan, Sebastien Ourselin, Michael Ebner, Tom Vercauteren
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2023 		[ link ]
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Content area segmentation Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset
Charlie Budd, Luis C. Garcia Peraza Herrera, Martin Huber, Sebastien Ourselin, Tom Vercauteren
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2023 		[ link ]
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2022

Robotic setup Robotic Endoscope Control via Autonomous Instrument Tracking
Luis C. Garcia Peraza Herrera*, Caspar Gruijthuijsen*, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Emmanuel Vander Poorten
Frontiers in Robotics and AI, 2022 		[ link ]
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