Luis C. García-Peraza-Herrera

36 papers A 1Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking.
CoRR
Chengan Che, Chao Wang, Xinyue Chen, Sophia Tsoka, Luis C. García-Peraza-Herrera
2025 J jnl
Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation.
CoRR
Theodore Barfoot, Luis C. García-Peraza-Herrera, Samet Akcay, Ben Glocker, Tom Vercauteren
2025 J jnl
Back to the Feature: Explaining Video Classifiers with Video Counterfactual Explanations.
CoRR
Chao Wang, Chengan Che, Xinyue Chen, Sophia Tsoka, Luis C. García-Peraza-Herrera
2025 J jnl
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results.
Comput. Biol. Medicine
Meritxell Riera-Marin, O. K. Sikha, Júlia Rodríguez-Comas, Matthias Stefan May, Zhaohong Pan, Xiang Zhou, XiaoKun Liang, Franciskus Xaverius Erick, Andrea Prenner, Cédric Hémon, Valentin Boussot, Jean-Louis Dillenseger, Jean-Claude Nunes, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Kaisar Kushibar, Carlos Martín-Isla, Petia Radeva, Karim Lekadir, Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren, Lucas Gago, Justin Englemann, Joy-Marie Kleiss, Anton Aubanell, Andreu Antolin, Javier García López, Miguel Ángel González Ballester, Adrian Galdran
2025 J jnl
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results.
CoRR
Meritxell Riera-Marin, O. K. Sikha, Júlia Rodríguez-Comas, Matthias Stefan May, Zhaohong Pan, Xiang Zhou, XiaoKun Liang, Franciskus Xaverius Erick, Andrea Prenner, Cédric Hémon, Valentin Boussot, Jean-Louis Dillenseger, Jean-Claude Nunes, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Kaisar Kushibar, Carlos Martín-Isla, Petia Radeva, Karim Lekadir, Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren, Lucas Gago, Justin Englemann, Joy-Marie Kleiss, Anton Aubanell, Andreu Antolin, Javier García López, Miguel Ángel González Ballester, Adrian Galdran
2025 J jnl
Can Local Representation Alignment RNNs Solve Temporal Tasks?
CoRR
Nikolay Manchev, Luis C. García-Peraza-Herrera
2025 J jnl
LoViT: Long Video Transformer for surgical phase recognition.
Medical Image Anal.
Yang Liu, Maxence Boels, Luis C. García-Peraza-Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin
2025 J jnl
Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings.
CoRR
Chengan Che, Chao Wang, Tom Vercauteren, Sophia Tsoka, Luis C. García-Peraza-Herrera
2024 — conf
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation.
MICCAI (9)
Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren
2024 J jnl
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation.
CoRR
Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren
2023 J jnl
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB).
CoRR
Luis C. García-Peraza-Herrera, Conor C. Horgan, Sébastien Ourselin, Michael Ebner, Tom Vercauteren
2023 J jnl
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB).
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Luis C. García-Peraza-Herrera, Conor C. Horgan, Sébastien Ourselin, Michael Ebner, Tom Vercauteren
2023 J jnl
LoViT: Long Video Transformer for Surgical Phase Recognition.
CoRR
Yang Liu, Maxence Boels, Luis C. García-Peraza-Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin
2023 J jnl
Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Charlie Budd, Luis C. García-Peraza-Herrera, Martin Huber, Sébastien Ourselin, Tom Vercauteren
2023 J jnl
SegMatch: A semi-supervised learning method for surgical instrument segmentation.
CoRR
Meng Wei, Charlie Budd, Luis C. García-Peraza-Herrera, Reuben Dorent, Miaojing Shi, Tom Vercauteren
2023 J jnl
VideoSum: A Python Library for Surgical Video Summarization.
CoRR
Luis C. García-Peraza-Herrera, Sébastien Ourselin, Tom Vercauteren
2022 J jnl
Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset.
CoRR
Charlie Budd, Luis C. García-Peraza-Herrera, Martin Huber, Sébastien Ourselin, Tom Vercauteren
2022 J jnl
Robotic Endoscope Control Via Autonomous Instrument Tracking.
Frontiers Robotics AI
Caspar Gruijthuijsen, Luis C. García-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Emmanuel B. Vander Poorten
2021 J jnl
Autonomous Robotic Endoscope Control based on Semantically Rich Instructions.
CoRR
Caspar Gruijthuijsen, Luis C. García-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Emmanuel B. Vander Poorten
2021 J jnl
Image Compositing for Segmentation of Surgical Tools Without Manual Annotations.
IEEE Trans. Medical Imaging
Luis C. García-Peraza-Herrera, Lucas Fidon, Claudia D'Ettorre, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2021 J jnl
Image Compositing for Segmentation of Surgical Tools without Manual Annotations.
CoRR
Luis C. García-Peraza-Herrera, Lucas Fidon, Claudia D'Ettorre, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2021 J jnl
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology.
CoRR
Luis C. García-Peraza-Herrera, Martin Everson, Laurence B. Lovat, Hsiu-Po Wang, Wen-Lun Wang, Rehan J. Haidry, Danail Stoyanov, Sébastien Ourselin, Tom Vercauteren
2020 J jnl
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology.
Int. J. Comput. Assist. Radiol. Surg.
Luis C. García-Peraza-Herrera, Martin Everson, Laurence B. Lovat, Hsiu-Po Wang, Wen-Lun Wang, Rehan J. Haidry, Danail Stoyanov, Sébastien Ourselin, Tom Vercauteren
2020 J jnl
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking.
CoRR
Luis C. García-Peraza-Herrera, Wenqi Li, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel B. Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2019 — conf
Incompressible Image Registration Using Divergence-Conforming B-Splines.
MICCAI (2)
Lucas Fidon, Michael Ebner, Luis C. García-Peraza-Herrera, Marc Modat, Sébastien Ourselin, Tom Vercauteren
2018 J jnl
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery.
CoRR
Sebastian Bodenstedt, Max Allan, Anthony Agustinos, Xiaofei Du, Luis C. García-Peraza-Herrera, Hannes Kenngott, Thomas Kurmann, Beat P. Müller-Stich, Sébastien Ourselin, Daniil Pakhomov, Raphael Sznitman, Marvin Teichmann, Martin Thoma, Tom Vercauteren, Sandrine Voros, Martin Wagner, Pamela Wochner, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel
2018 J jnl
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia.
CoRR
Luis C. García-Peraza-Herrera, Martin Everson, Wenqi Li, Inmanol Luengo, Lorenz Berger, Omer F. Ahmad, Laurence B. Lovat, Hsiu-Po Wang, Wen-Lun Wang, Rehan J. Haidry, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2017 — conf
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks.
BrainLes@MICCAI
Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren
2017 J jnl
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks.
CoRR
Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren
2017 — conf
Retrospective Head Motion Estimation in Structural Brain MRI with 3D CNNs.
MICCAI (2)
Juan Eugenio Iglesias, Garikoitz Lerma-Usabiaga, Luis C. García-Peraza-Herrera, Sara Martinez, Pedro M. Paz-Alonso
2017 — conf
Scalable Multimodal Convolutional Networks for Brain Tumour Segmentation.
MICCAI (3)
Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren
2017 J jnl
Scalable multimodal convolutional networks for brain tumour segmentation.
CoRR
Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren
2017 J jnl
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools.
CoRR
Luis C. García-Peraza-Herrera, Wenqi Li, Lucas Fidon, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel B. Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2017 A conf
ToolNet: Holistically-nested real-time segmentation of robotic surgical tools.
IROS
Luis C. García-Peraza-Herrera, Wenqi Li, Lucas Fidon, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel B. Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2016 — conf
Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking.
CARE@MICCAI
Luis C. García-Peraza-Herrera, Wenqi Li, Caspar Gruijthuijsen, Alain Devreker, George Attilakos, Jan Deprest, Emmanuel B. Vander Poorten, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin
2015 — conf
Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology.
MICCAI (2)
Christos Bergeles, Pierre Berthet-Rayne, Philip McCormac, Luis C. García-Peraza-Herrera, Kosy Onyenso, Fan Cao, Khushi Vyas, Melissa Berthelot, Guang-Zhong Yang