SMURFS: Superpixels from Multi-scale Refinement of Super-regions. - Imanol Luengo; Mark Basham; Andrew P. French (BMVC, 2016)

Selective Labeling: Identifying Representative Sub-volumes for Interactive Segmentation. - Imanol Luengo; Mark Basham; Andrew P. French (Patch-MI@MICCAI, 2016)

Fast global interactive volume segmentation with regional supervoxel descriptors. - Imanol Luengo; Mark Basham; Andrew P. French (Image Processing, 2016)

Hierarchical Piecewise-Constant Super-regions. - Imanol Luengo; Mark Basham; Andrew P. French (CoRR, 2016)

Leaf segmentation in plant phenotyping: a collation study. - Hanno Scharr; Massimo Minervini; Andrew P. French; Christian Klukas; David M. Kramer 001; Xiaoming Liu 002; Imanol Luengo; Jean-Michel Pape; Gerrit Polder; Danijela Vukadinovic; Xi Yin 001; Sotirios A. Tsaftaris (Mach. Vis. Appl., 2016)

SurReal: enhancing Surgical simulation Realism using style transfer. - Imanol Luengo; Evangello Flouty; Petros Giataganas; Piyamate Wisanuvej; Jean Nehme; Danail Stoyanov (BMVC, 2018)

DeepPhase: Surgical Phase Recognition in CATARACTS Videos. - Odysseas Zisimopoulos; Evangello Flouty; Imanol Luengo; Petros Giataganas; Jean Nehme; Andre Chow; Danail Stoyanov (MICCAI (4), 2018)

Interpretable Fully Convolutional Classification of Intrapapillary Capillary Loops for Real-Time Detection of Early Squamous Neoplasia. - Luis C. García-Peraza-Herrera; Martin Everson; Wenqi Li 001; Inmanol Luengo; Lorenz Berger; Omer F. Ahmad; Laurence B. Lovat; Hsiu-Po Wang; Wen-Lun Wang; Rehan J. Haidry; Danail Stoyanov; Tom Vercauteren; et al. (CoRR, 2018)

Hierarchical super-regions and their applications to biological volume segmentation. - Imanol Luengo (2018)

Feature Aggregation Decoder for Segmenting Laparoscopic Scenes. - Abdolrahim Kadkhodamohammadi; Imanol Luengo; Santiago Barbarisi; Hinde Taleb; Evangello Flouty; Danail Stoyanov (OR/MLCN@MICCAI, 2019)

EasyLabels: weak labels for scene segmentation in laparoscopic videos. - Félix Fuentes-Hurtado; Abdolrahim Kadkhodamohammadi; Evangello Flouty; Santiago Barbarisi; Imanol Luengo; Danail Stoyanov (Int. J. Comput. Assist. Radiol. Surg., 2019)

CaDIS: Cataract Dataset for Image Segmentation. - Evangello Flouty; Abdolrahim Kadkhodamohammadi; Imanol Luengo; Félix Fuentes-Hurtado; Hinde Taleb; Santiago Barbarisi; Gwenolé Quellec; Danail Stoyanov (CoRR, 2019)

2018 Robotic Scene Segmentation Challenge. - Max Allan; Satoshi Kondo; Sebastian Bodenstedt; Stefan Leger; Rahim Kadkhodamohammadi; Imanol Luengo; Félix Fuentes-Hurtado; Evangello Flouty; Ahmed Kedir Mohammed; Marius Pedersen; Avinash Kori; Alex Varghese; et al. (CoRR, 2020)

Detection of Critical Structures in Laparoscopic Cholecystectomy Using Label Relaxation and Self-supervision. - David Owen 001; Maria Grammatikopoulou; Imanol Luengo; Danail Stoyanov (MICCAI (4), 2021)

Scalable Joint Detection and Segmentation of Surgical Instruments with Weak Supervision. - Ricardo Sanchez-Matilla; Maria Robu; Imanol Luengo; Danail Stoyanov (MICCAI (2), 2021)

Towards video-based surgical workflow understanding in open orthopaedic surgery. - Abdolrahim Kadkhodamohammadi; Nachappa Sivanesan Uthraraj; Petros Giataganas; Gauthier Gras; Karen Kerr; Imanol Luengo; Sam Oussedik; Danail Stoyanov (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Towards real-time multiple surgical tool tracking. - Maria Robu; Abdolrahim Kadkhodamohammadi; Imanol Luengo; Danail Stoyanov (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

2020 CATARACTS Semantic Segmentation Challenge. - Imanol Luengo; Maria Grammatikopoulou; Rahim Mohammadi; Chris Walsh; Chinedu Innocent Nwoye; Deepak Alapatt; Nicolas Padoy; Zhen-Liang Ni; Chen-Chen Fan; Gui-Bin Bian; Zeng-Guang Hou; Heonjin Ha; et al. (CoRR, 2021)

CaDIS: Cataract dataset for surgical RGB-image segmentation. - Maria Grammatikopoulou; Evangello Flouty; Abdolrahim Kadkhodamohammadi; Gwenolé Quellec; Andre Chow; Jean Nehme; Imanol Luengo; Danail Stoyanov (Medical Image Anal., 2021)

PATG: position-aware temporal graph networks for surgical phase recognition on laparoscopic videos. - Abdolrahim Kadkhodamohammadi; Imanol Luengo; Danail Stoyanov (Int. J. Comput. Assist. Radiol. Surg., 2022)

Automated identification of critical structures in laparoscopic cholecystectomy. - David Owen 001; Maria Grammatikopoulou; Imanol Luengo; Danail Stoyanov (Int. J. Comput. Assist. Radiol. Surg., 2022)

Data-centric multi-task surgical phase estimation with sparse scene segmentation. - Ricardo Sanchez-Matilla; Maria Robu; Maria Grammatikopoulou; Imanol Luengo; Danail Stoyanov (Int. J. Comput. Assist. Radiol. Surg., 2022)

ASPnet: Action Segmentation with Shared-Private Representation of Multiple Data Sources. - Beatrice van Amsterdam; Abdolrahim Kadkhodamohammadi; Imanol Luengo; Danail Stoyanov (CVPR, 2023)

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. - Chinedu Innocent Nwoye; Deepak Alapatt; Tong Yu 009; Armine Vardazaryan; Fangfang Xia; Zixuan Zhao; Tong Xia; Fucang Jia; Yuxuan Yang; Hao Wang 081; Derong Yu; Guoyan Zheng; et al. (Medical Image Anal., 2023)

Spatial-Temporal NAS for Fast Surgical Segmentation. - Matthew Lee; Felix John Samuel Bragman; Ricardo Sanchez-Matilla; Imanol Luengo; Danail Stoyanov (BMVC, 2024)

Guided image generation for improved surgical image segmentation. - Emanuele Colleoni; Ricardo Sanchez-Matilla; Imanol Luengo; Danail Stoyanov (Medical Image Anal., 2024)

Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery. - Danyal Z. Khan; Alexandra Valetopoulou; Adrito Das; John G. Hanrahan; Simon C. Williams; Sophia Bano; Anouk Borg; Neil L. Dorward; Santiago Barbarisi; Lucy Culshaw; Karen Kerr; Imanol Luengo; et al. (npj Digit. Medicine, 2024)

Self-knowledge distillation for surgical phase recognition. - Jinglu Zhang; Santiago Barbarisi; Abdolrahim Kadkhodamohammadi; Danail Stoyanov; Imanol Luengo (Int. J. Comput. Assist. Radiol. Surg., 2024)

A spatio-temporal network for video semantic segmentation in surgical videos. - Maria Grammatikopoulou; Ricardo Sanchez-Matilla; Felix J. S. Bragman; David Owen 001; Lucy Culshaw; Karen Kerr; Danail Stoyanov; Imanol Luengo (Int. J. Comput. Assist. Radiol. Surg., 2024)

Hierarchical segmentation of surgical scenes in laparoscopy. - Pritesh Mehta; David Owen 001; Maria Grammatikopoulou; Lucy Culshaw; Karen Kerr; Danail Stoyanov; Imanol Luengo (Int. J. Comput. Assist. Radiol. Surg., 2024)

DIPO: Differentiable Parallel Operation Blocks for Surgical Neural Architecture Search. - Matthew Lee; Ricardo Sanchez-Matilla; Danail Stoyanov; Imanol Luengo (IEEE J. Biomed. Health Informatics, 2024)

Training-free temporal object tracking in surgical videos. - Subhadeep Koley; Abdolrahim Kadkhodamohammadi; Santiago Barbarisi; Danail Stoyanov; Imanol Luengo (Int. J. Comput. Assist. Radiol. Surg., 2025)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)

Temporal Cluster Assignment for Efficient Real-Time Video Segmentation. - Ka-Wai Yung; Felix J. S. Bragman; Jialang Xu; Imanol Luengo; Danail Stoyanov; Evangelos B. Mazomenos (CoRR, 2025)