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Journal Articles
- 2023
[j5]Charlie Budd, Luis C. García-Peraza-Herrera
, Martin Huber, Sébastien Ourselin, Tom Vercauteren:
Rapid and robust endoscopic content area estimation: a lean GPU-based pipeline and curated benchmark dataset. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1215-1224 (2023)- [j4]Luis C. García-Peraza-Herrera, Conor C. Horgan, Sébastien Ourselin, Michael Ebner, Tom Vercauteren:
Hyperspectral image segmentation: a preliminary study on the Oral and Dental Spectral Image Database (ODSI-DB). Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1290-1298 (2023) - 2022
- [j3]Caspar Gruijthuijsen, Luis C. García-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Emmanuel B. Vander Poorten:
Robotic Endoscope Control Via Autonomous Instrument Tracking. Frontiers Robotics AI 9: 832208 (2022) - 2021
- [j2]Luis C. García-Peraza-Herrera, Lucas Fidon, Claudia D'Ettorre, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin:
Image Compositing for Segmentation of Surgical Tools Without Manual Annotations. IEEE Trans. Medical Imaging 40(5): 1450-1460 (2021) - 2020
- [j1]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:
Intrapapillary capillary loop classification in magnification endoscopy: open dataset and baseline methodology. Int. J. Comput. Assist. Radiol. Surg. 15(4): 651-659 (2020)
Conference and Workshop Papers
- 2019
- [c9]Lucas Fidon, Michael Ebner, Luis C. García-Peraza-Herrera, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Incompressible Image Registration Using Divergence-Conforming B-Splines. MICCAI (2) 2019: 438-446 - 2017
- [c8]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:
ToolNet: Holistically-nested real-time segmentation of robotic surgical tools. IROS 2017: 5717-5722 - [c7]Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren:
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks. BrainLes@MICCAI 2017: 64-76 - [c6]Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren:
Scalable Multimodal Convolutional Networks for Brain Tumour Segmentation. MICCAI (3) 2017: 285-293 - [c5]Juan Eugenio Iglesias, Garikoitz Lerma-Usabiaga, Luis C. García-Peraza-Herrera, Sara Martinez, Pedro M. Paz-Alonso:
Retrospective Head Motion Estimation in Structural Brain MRI with 3D CNNs. MICCAI (2) 2017: 314-322 - 2016
- [c4]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:
Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking. CARE@MICCAI 2016: 84-95 - [c3]Pankaj Daga, François Chadebecq, Dzhoshkun I. Shakir, Luis Carlos García-Peraza-Herrera, Marcel Tella, George Dwyer, Anna L. David, Jan Deprest, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin:
Real-time mosaicing of fetoscopic videos using SIFT. Medical Imaging: Image-Guided Procedures 2016: 97861R - 2015
- [c2]Alain Devreker, Benoit Rosa, Adrien E. Desjardins, Erwin J. Alles, Luis C. García-Peraza, Efthymios Maneas, Danail Stoyanov, Anna L. David, Tom Vercauteren, Jan Deprest, Sébastien Ourselin, Dominiek Reynaerts, Emmanuel B. Vander Poorten:
Fluidic actuation for intra-operative in situ imaging. IROS 2015: 1415-1421 - [c1]Christos Bergeles, Pierre Berthet-Rayne, Philip McCormac, Luis C. García-Peraza-Herrera, Kosy Onyenso, Fan Cao, Khushi Vyas, Melissa Berthelot, Guang-Zhong Yang:
Accessible Digital Ophthalmoscopy Based on Liquid-Lens Technology. MICCAI (2) 2015: 571-578
Informal and Other Publications
- 2024
- [i16]Theodore Barfoot, Luis C. García-Peraza-Herrera, Ben Glocker, Tom Vercauteren:
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation. CoRR abs/2403.06759 (2024) - 2023
- [i15]Luis C. García-Peraza-Herrera, Conor C. Horgan, Sébastien Ourselin, Michael Ebner, Tom Vercauteren:
Hyperspectral Image Segmentation: A Preliminary Study on the Oral and Dental Spectral Image Database (ODSI-DB). CoRR abs/2303.08252 (2023) - [i14]Luis C. García-Peraza-Herrera, Sébastien Ourselin, Tom Vercauteren:
VideoSum: A Python Library for Surgical Video Summarization. CoRR abs/2303.10173 (2023) - [i13]Yang Liu, Maxence Boels, Luis C. García-Peraza-Herrera, Tom Vercauteren, Prokar Dasgupta, Alejandro Granados, Sébastien Ourselin:
LoViT: Long Video Transformer for Surgical Phase Recognition. CoRR abs/2305.08989 (2023) - [i12]Meng Wei, Charlie Budd, Luis C. García-Peraza-Herrera, Reuben Dorent, Miaojing Shi, Tom Vercauteren:
SegMatch: A semi-supervised learning method for surgical instrument segmentation. CoRR abs/2308.05232 (2023) - 2022
- [i11]Charlie Budd, Luis C. García-Peraza-Herrera, Martin Huber, Sébastien Ourselin, Tom Vercauteren:
Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset. CoRR abs/2210.14771 (2022) - 2021
- [i10]Luis C. García-Peraza-Herrera, Lucas Fidon, Claudia D'Ettorre, Danail Stoyanov, Tom Vercauteren, Sébastien Ourselin:
Image Compositing for Segmentation of Surgical Tools without Manual Annotations. CoRR abs/2102.09528 (2021) - [i9]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:
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology. CoRR abs/2102.09963 (2021) - [i8]Caspar Gruijthuijsen, Luis C. García-Peraza-Herrera, Gianni Borghesan, Dominiek Reynaerts, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Emmanuel B. Vander Poorten:
Autonomous Robotic Endoscope Control based on Semantically Rich Instructions. CoRR abs/2107.02317 (2021) - 2020
- [i7]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:
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking. CoRR abs/2009.03016 (2020) - 2019
- [i6]Max Allan, Alexey Shvets, Thomas Kurmann, Zichen Zhang, Rahul Duggal, Yun-Hsuan Su, Nicola Rieke, Iro Laina, Niveditha Kalavakonda, Sebastian Bodenstedt, Luis C. García-Peraza, Wenqi Li, Vladimir Iglovikov, Huoling Luo, Jian Yang, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel, Mahdi Azizian:
2017 Robotic Instrument Segmentation Challenge. CoRR abs/1902.06426 (2019) - 2018
- [i5]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:
Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia. CoRR abs/1805.00632 (2018) - [i4]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:
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery. CoRR abs/1805.02475 (2018) - 2017
- [i3]Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren:
Scalable multimodal convolutional networks for brain tumour segmentation. CoRR abs/1706.08124 (2017) - [i2]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:
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools. CoRR abs/1706.08126 (2017) - [i1]Lucas Fidon, Wenqi Li, Luis C. García-Peraza-Herrera, Jinendra Ekanayake, Neil Kitchen, Sébastien Ourselin, Tom Vercauteren:
Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation using Holistic Convolutional Networks. CoRR abs/1707.00478 (2017)
Coauthor Index
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