Imanol Luengo

According to our database, Imanol Luengo authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, September, 2024

Hierarchical segmentation of surgical scenes in laparoscopy.

Pritesh Mehta, David Owen, Maria Grammatikopoulou, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo

Int. J. Comput. Assist. Radiol. Surg., July, 2024

A spatio-temporal network for video semantic segmentation in surgical videos.

Maria Grammatikopoulou, Ricardo Sanchez-Matilla, Felix J. S. Bragman, David Owen, Lucy Culshaw, Karen Kerr, Danail Stoyanov, Imanol Luengo

Int. J. Comput. Assist. Radiol. Surg., February, 2024

Self-knowledge distillation for surgical phase recognition.

Jinglu Zhang, Santiago Barbarisi, Abdolrahim Kadkhodamohammadi, Danail Stoyanov, Imanol Luengo

Int. J. Comput. Assist. Radiol. Surg., January, 2024

Guided image generation for improved surgical image segmentation.

Emanuele Colleoni, Ricardo Sanchez-Matilla, Imanol Luengo, Danail Stoyanov

Medical Image Anal., 2024

2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.

Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy

Medical Image Anal., May, 2023

ASPnet: Action Segmentation with Shared-Private Representation of Multiple Data Sources.

Beatrice van Amsterdam, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Danail Stoyanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Automated identification of critical structures in laparoscopic cholecystectomy.

David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov

Int. J. Comput. Assist. Radiol. Surg., 2022

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

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

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, Jiacheng Wang, Haojie Wang, Dong Guo, Lu Wang, Guotai Wang, Mobarakol Islam, Bharat Giddwani, Hongliang Ren, Theodoros Pissas, Claudio S. Ravasio, Martin Huber, Jeremy Birch, Joan M. Nunez Do Rio, Lyndon Da Cruz, Christos Bergeles, Hongyu Chen, Fucang Jia, Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Pål Halvorsen, Sophia Bano, Uddhav Vaghela, Jianyuan Hong, Haili Ye, Feihong Huang, Da-Han Wang, Danail Stoyanov

CoRR, 2021

Towards real-time multiple surgical tool tracking.

Maria Robu, Abdolrahim Kadkhodamohammadi, Imanol Luengo, Danail Stoyanov

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 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

Scalable Joint Detection and Segmentation of Surgical Instruments with Weak Supervision.

Ricardo Sanchez-Matilla, Maria Robu, Imanol Luengo, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Detection of Critical Structures in Laparoscopic Cholecystectomy Using Label Relaxation and Self-supervision.

David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

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, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel

CoRR, 2020

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

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

Feature Aggregation Decoder for Segmenting Laparoscopic Scenes.

Abdolrahim Kadkhodamohammadi, Imanol Luengo, Santiago Barbarisi, Hinde Taleb, Evangello Flouty, Danail Stoyanov

Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

2018

Hierarchical super-regions and their applications to biological volume segmentation.

Imanol Luengo

PhD thesis, 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, 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

CoRR, 2018

DeepPhase: Surgical Phase Recognition in CATARACTS Videos.

Odysseas Zisimopoulos, Evangello Flouty, Imanol Luengo, Petros Giataganas, Jean Nehme, Andre Chow, Danail Stoyanov

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

SurReal: enhancing Surgical simulation Realism using style transfer.

Imanol Luengo, Evangello Flouty, Petros Giataganas, Piyamate Wisanuvej, Jean Nehme, Danail Stoyanov

Proceedings of the British Machine Vision Conference 2018, 2018

2016

Leaf segmentation in plant phenotyping: a collation study.

Hanno Scharr, Massimo Minervini, Andrew P. French, Christian Klukas, David M. Kramer, Xiaoming Liu, Imanol Luengo, Jean-Michel Pape, Gerrit Polder, Danijela Vukadinovic, Xi Yin, Sotirios A. Tsaftaris

Mach. Vis. Appl., 2016

Hierarchical Piecewise-Constant Super-regions.

Imanol Luengo, Mark Basham, Andrew P. French

CoRR, 2016

Fast global interactive volume segmentation with regional supervoxel descriptors.

Imanol Luengo, Mark Basham, Andrew P. French

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Selective Labeling: Identifying Representative Sub-volumes for Interactive Segmentation.

Imanol Luengo, Mark Basham, Andrew P. French

Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

SMURFS: Superpixels from Multi-scale Refinement of Super-regions.

Imanol Luengo, Mark Basham, Andrew P. French

Proceedings of the British Machine Vision Conference 2016, 2016