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Luis C. Garcia-Peraza-Herrera
Luis C. Garcia-Peraza-Herrera
Assistant Professor in Computer Vision at King's College London
Verified email at kcl.ac.uk - Homepage
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Cited by
Year
Generalised wasserstein dice score for imbalanced multi-class segmentation using holistic convolutional networks
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
International MICCAI Brainlesion Workshop, 64-76, 2017
1792017
Toolnet: holistically-nested real-time segmentation of robotic surgical tools
LC Garcia-Peraza-Herrera, W Li, L Fidon, C Gruijthuijsen, A Devreker, ...
2017 IEEE/RSJ international conference on intelligent robots and systems …, 2017
1542017
2017 Robotic Instrument Segmentation Challenge
M Allan, A Shvets, T Kurmann, Z Zhang, R Duggal, YH Su, N Rieke, ...
Submitted to Medical Image Analysis, 2019
1242019
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking
LC Garcia-Peraza-Herrera, W Li, C Gruijthuijsen, A Devreker, G Attilakos, ...
CARE Workshop, MICCAI 2016, 2016
1202016
Artificial intelligence for the real-time classification of intrapapillary capillary loop patterns in the endoscopic diagnosis of early oesophageal squamous cell carcinoma: A …
M Everson, LCGP Herrera, W Li, IM Luengo, O Ahmad, M Banks, ...
United European gastroenterology journal 7 (2), 297-306, 2019
742019
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
S Bodenstedt, M Allan, A Agustinos, X Du, L Garcia-Peraza-Herrera, ...
arXiv preprint arXiv:1805.02475, 2018
662018
Scalable multimodal convolutional networks for brain tumour segmentation
L Fidon, W Li, LC Garcia-Peraza-Herrera, J Ekanayake, N Kitchen, ...
MICCAI 2017, 2017
632017
Real-time mosaicing of fetoscopic videos using SIFT
P Daga, F Chadebecq, DI Shakir, LCGP Herrera, M Tella, G Dwyer, ...
Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and …, 2016
352016
Image compositing for segmentation of surgical tools without manual annotations
LC Garcia-Peraza-Herrera, L Fidon, C D’Ettorre, D Stoyanov, ...
IEEE transactions on medical imaging 40 (5), 1450-1460, 2021
292021
Fluidic actuation for intra-operative in situ imaging
A Devreker, B Rosa, A Desjardins, EJ Alles, LC Garcia-Peraza, E Maneas, ...
IEEE/RSJ International Conference on Intelligent Robots and Systems - IROS 2015, 2015
282015
Robotic endoscope control via autonomous instrument tracking
C Gruijthuijsen, LC Garcia-Peraza-Herrera, G Borghesan, D Reynaerts, ...
Frontiers in Robotics and AI 9, 832208, 2022
252022
Retrospective head motion estimation in structural brain MRI with 3D CNNs
JE Iglesias, G Lerma-Usabiaga, LC Garcia-Peraza-Herrera, S Martinez, ...
MICCAI 2017, 2017
252017
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology
LC García-Peraza-Herrera, M Everson, L Lovat, HP Wang, WL Wang, ...
International journal of computer assisted radiology and surgery 15, 651-659, 2020
232020
A clinically interpretable convolutional neural network for the real-time prediction of early squamous cell cancer of the esophagus: comparing diagnostic performance with a …
MA Everson, L Garcia-Peraza-Herrera, HP Wang, CT Lee, CS Chung, ...
Gastrointestinal Endoscopy 94 (2), 273-281, 2021
122021
Interpretable fully convolutional classification of intrapapillary capillary loops for real-time detection of early squamous neoplasia
LC Garcia-Peraza-Herrera, M Everson, W Li, I Luengo, L Berger, ...
arXiv preprint arXiv:1805.00632, 2018
102018
Lovit: Long video transformer for surgical phase recognition
Y Liu, M Boels, LC Garcia-Peraza-Herrera, T Vercauteren, P Dasgupta, ...
arXiv preprint arXiv:2305.08989, 2023
82023
Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset
C Budd, LC Garcia-Peraza Herrera, M Huber, S Ourselin, T Vercauteren
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023
42023
Incompressible image registration using divergence-conforming B-splines
L Fidon, M Ebner, LC Garcia-Peraza-Herrera, M Modat, S Ourselin, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
42019
SegMatch: A semi-supervised learning method for surgical instrument segmentation
M Wei, C Budd, LC Garcia-Peraza-Herrera, R Dorent, M Shi, ...
arXiv preprint arXiv:2308.05232, 2023
32023
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB)
LC Garcia Peraza Herrera, C Horgan, S Ourselin, M Ebner, T Vercauteren
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2023
22023
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