Toby Collins - RankMe

67 papers A* 9A 3B 1Journal 30Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automatic diagnosis of abdominal pathologies in untrimmed ultrasound videos. Int. J. Comput. Assist. Radiol. Surg. Güinther Saibro, Yvonne Keeza, Benoît Sauer, Jacques Marescaux, Michele Diana, Alexandre Hostettler, Toby Collins
2025	J	`jnl`	Global registration of kidneys in 3D ultrasound and CT images. Int. J. Comput. Assist. Radiol. Surg. William Ndzimbong, Nicolas Thome, Cyril Fourniol, Yvonne Keeza, Benoît Sauer, Jacques Marescaux, Daniel George, Alexandre Hostettler, Toby Collins
2025	—	`conf`	SAMUSA: Segment Anything Model 2 for UltraSound Annotation. MICCAI (11) Baptiste Podvin, Toby Collins, Güinther Saibro, Chiara Innocenzi, Yuchuan Yang, Flavio Milana, Yvonne Keeza, Grace Ufitinema, Florien Ujemurwego, Guido Torzilli, Jacques Marescaux, Daniel George, Alexandre Hostettler
2025	J	`jnl`	Surgeons Awareness, Expectations, and Involvement with Artificial Intelligence: a Survey Pre and Post the GPT Era. CoRR Lorenzo Arboit, Dennis N. Schneider, Toby Collins, Daniel A. Hashimoto, Silvana Perretta, Bernard Dallemagne, Jacques Marescaux, EAES Working Group, Nicolas Padoy, Pietro Mascagni
2024	J	`jnl`	IJCARS: IPCAI 2024 special issue - 15th international conference on information processing in computer-assisted interventions 2024 - part 1. Int. J. Comput. Assist. Radiol. Surg. Toby Collins, Sara Moccia, Mathias Unberath
2023	J	`jnl`	Electromagnetic tracking of endoscopic ultrasound probe for pancreas examination: accuracy assessment under realistic medical conditions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Jean-Paul Mazellier, Cindy Rolland, Emilie Wernert, Julieta Montanelli, Alexandre Hostettler, Lee Swanstrom, Benoit Gallix, Leonardo Sosa Valencia, Toby Collins, Nicolas Padoy
2023	A	`conf`	Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. WACV Loic Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler
2023	J	`jnl`	IJCARS-IPCAI 2023 special issue: conference information processing for computer-assisted interventions, 14th International Conference 2023 - part 1. Int. J. Comput. Assist. Radiol. Surg. Toby Collins, Qi Dou, Mathias Unberath
2023	J	`jnl`	TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research. CoRR William Ndzimbong, Cyril Fourniol, Loic Themyr, Nicolas Thome, Yvonne Keeza, Benoît Sauer, Pierre-Thierry Piechaud, Arnaud Mejean, Jacques Marescaux, Daniel George, Didier Mutter, Alexandre Hostettler, Toby Collins
2022	—	`conf`	Automatic Detection of Steatosis in Ultrasound Images with Comparative Visual Labeling. MICCAI (3) Güinther Saibro, Michele Diana, Benoît Sauer, Jacques Marescaux, Alexandre Hostettler, Toby Collins
2022	B	`conf`	Cross X-AI: Explainable Semantic Segmentation of Laparoscopic Images in Relation to Depth Estimation. IJCNN Francesco Bardozzo, Mattia delli Priscoli, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
2022	J	`jnl`	Deep Shape-from-Template: Single-image quasi-isometric deformable registration and reconstruction. Image Vis. Comput. David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Pérez, Toby Collins, Adrien Bartoli
2022	J	`jnl`	Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. CoRR Loic Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler
2022	—	`conf`	Memory Transformers for Full Context and High-Resolution 3D Medical Segmentation. MLMI@MICCAI Loic Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler
2022	J	`jnl`	Memory transformers for full context and high-resolution 3D Medical Segmentation. CoRR Loic Themyr, Clément Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler
2022	J	`jnl`	StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy. Medical Image Anal. Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri
2022	J	`jnl`	Surgical data science - from concepts toward clinical translation. Medical Image Anal. Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel
2021	J	`jnl`	Augmented Reality Guided Laparoscopic Surgery of the Uterus. IEEE Trans. Medical Imaging Toby Collins, Daniel Pizarro, Simone Gasparini, Nicolas Bourdel, Pauline Chauvet, Michel Canis, Lilian Calvet, Adrien Bartoli
2021	—	`—`	Contributions to Plane-based and Deformable 3D Reconstruction from Monocular Images. (Contributions à la reconstruction 3D basée sur des plans et déformable à partir d'images monoculaires). Toby Collins
2021	J	`jnl`	Prediction of In Vivo Laser-Induced Thermal Damage with Hyperspectral Imaging Using Deep Learning. Sensors Martina De Landro, Eric Felli, Toby Collins, Richard Nkusi, Andrea Baiocchini, Manuel Barberio, Annalisa Orrico, Margherita Pizzicannella, Alexandre Hostettler, Michele Diana, Paola Saccomandi
2021	J	`jnl`	Texture-Generic Deep Shape-From-Template. IEEE Access David Fuentes-Jiménez, Daniel Pizarro, David Casillas-Perez, Toby Collins, Adrien Bartoli
2021	—	`conf`	U-Net Transformer: Self and Cross Attention for Medical Image Segmentation. MLMI@MICCAI Olivier Petit, Nicolas Thome, Clément Rambour, Loic Themyr, Toby Collins, Luc Soler
2020	J	`jnl`	Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning. Int. J. Comput. Assist. Radiol. Surg. Valentin Bencteux, Güinther Saibro, Eran Shlomovitz, Pietro Mascagni, Silvana Perretta, Alexandre Hostettler, Jacques Marescaux, Toby Collins
2020	J	`jnl`	Light modelling and calibration in laparoscopy. Int. J. Comput. Assist. Radiol. Surg. Richard Modrzejewski, Toby Collins, Alexandre Hostettler, Jacques Marescaux, Adrien Bartoli
2020	J	`jnl`	Shape-From-Template with Curves. Int. J. Comput. Vis. Mathias Gallardo, Daniel Pizarro, Toby Collins, Adrien Bartoli
2020	J	`jnl`	Surgical Data Science - from Concepts to Clinical Translation. CoRR Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Beat Peter Müller-Stich, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Hannes Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Pierre Jannin, Stefanie Speidel
2019	J	`jnl`	An in vivo porcine dataset and evaluation methodology to measure soft-body laparoscopic liver registration accuracy with an extended algorithm that handles collisions. Int. J. Comput. Assist. Radiol. Surg. Richard Modrzejewski, Toby Collins, Barbara Seeliger, Adrien Bartoli, Alexandre Hostettler, Jacques Marescaux
2019	J	`jnl`	Live Tracking and Dense Reconstruction for Handheld Monocular Endoscopy. IEEE Trans. Medical Imaging Nader Mahmoud, Toby Collins, Alexandre Hostettler, Luc Soler, Christophe Doignon, José María Martínez Montiel
2018	J	`jnl`	Deep Shape-from-Template: Wide-Baseline, Dense and Fast Registration and Deformable Reconstruction from a Single Image. CoRR David Fuentes-Jiménez, David Casillas-Pérez, Daniel Pizarro-Pérez, Toby Collins, Adrien Bartoli
2018	J	`jnl`	Inextensible Non-Rigid Structure-from-Motion by Second-Order Cone Programming. IEEE Trans. Pattern Anal. Mach. Intell. Ajad Chhatkuli, Daniel Pizarro, Toby Collins, Adrien Bartoli
2018	—	`ed.`	OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis - First International Workshop, OR 2.0 2018, 5th International Workshop, CARE 2018, 7th International Workshop, CLIP 2018, Third International Workshop, ISIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings OR 2.0/CARE/CLIP/ISIC@MICCAI Danail Stoyanov, Zeike Taylor, Duygu Sarikaya, A. Jonathan McLeod, Miguel Ángel González Ballester, Noel C. F. Codella, Anne L. Martel, Lena Maier-Hein, Anand Malpani, Marco A. Zenati, Sandrine de Ribaupierre, Xióngbiao Luó, Toby Collins, Tobias Reichl, Klaus Drechsler, Marius Erdt, Marius George Linguraru, Cristina Oyarzun Laura, Raj Shekhar, Stefan Wesarg, M. Emre Celebi, Kristin J. Dana, Allan Halpern
2018	J	`jnl`	Plane-Based Resection for Metric Affine Cameras. J. Math. Imaging Vis. Adrien Bartoli, Toby Collins
2018	—	`conf`	Soft-Body Registration of Pre-operative 3D Models to Intra-operative RGBD Partial Body Scans. MICCAI (4) Richard Modrzejewski, Toby Collins, Adrien Bartoli, Alexandre Hostettler, Jacques Marescaux
2017	J	`jnl`	A Stable Analytical Framework for Isometric Shape-from-Template by Surface Integration. IEEE Trans. Pattern Anal. Mach. Intell. Ajad Chhatkuli, Daniel Pizarro, Adrien Bartoli, Toby Collins
2017	A*	`conf`	Dense Non-rigid Structure-from-Motion and Shading with Unknown Albedos. ICCV Mathias Gallardo, Toby Collins, Adrien Bartoli
2017	J	`jnl`	Planar Structure-from-Motion with Affine Camera Models: Closed-Form Solutions, Ambiguities and Degeneracy Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Toby Collins, Adrien Bartoli
2017	J	`jnl`	SLAM based Quasi Dense Reconstruction For Minimally Invasive Surgery Scenes. CoRR Nader Mahmoud, Alexandre Hostettler, Toby Collins, Luc Soler, Christophe Doignon, J. M. M. Montiel
2016	—	`conf`	A System for Augmented Reality Guided Laparoscopic Tumour Resection with Quantitative Ex-vivo User Evaluation. CARE@MICCAI Toby Collins, Pauline Chauvet, Clément Debize, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel
2016	—	`conf`	Can We Jointly Register and Reconstruct Creased Surfaces by Shape-from-Template Accurately? ECCV (4) Mathias Gallardo, Toby Collins, Adrien Bartoli
2016	A*	`conf`	Inextensible Non-Rigid Shape-from-Motion by Second-Order Cone Programming. CVPR Ajad Chhatkuli, Daniel Pizarro, Toby Collins, Adrien Bartoli
2016	—	`conf`	Robust, Real-Time, Dense and Deformable 3D Organ Tracking in Laparoscopic Videos. MICCAI (1) Toby Collins, Adrien Bartoli, Nicolas Bourdel, Michel Canis
2016	A	`conf`	Using Shading and a 3D Template to Reconstruct Complex Surface Deformations. BMVC Mathias Gallardo, Toby Collins, Adrien Bartoli
2015	A*	`conf`	As-Rigid-as-Possible Volumetric Shape-from-Template. ICCV Shaifali Parashar, Daniel Pizarro, Adrien Bartoli, Toby Collins
2015	—	`conf`	Automatic Detection of the Uterus and Fallopian Tube Junctions in Laparoscopic Images. IPMI Kristina Prokopetc, Toby Collins, Adrien Bartoli
2015	J	`jnl`	Metric corrections of the affine camera. Comput. Vis. Image Underst. Adrien Bartoli, Toby Collins, Daniel Pizarro
2015	A*	`conf`	Realtime Shape-from-Template: System and Applications. ISMAR Toby Collins, Adrien Bartoli
2015	—	`conf`	Segmenting the Uterus in Monocular Laparoscopic Images without Manual Input. MICCAI (3) Toby Collins, Adrien Bartoli, Nicolas Bourdel, Michel Canis
2015	A*	`conf`	Shape-from-Template in Flatland. CVPR Mathias Gallardo, Daniel Pizarro, Adrien Bartoli, Toby Collins
2015	J	`jnl`	Shape-from-Template. IEEE Trans. Pattern Anal. Mach. Intell. Adrien Bartoli, Yan Gérard, François Chadebecq, Toby Collins, Daniel Pizarro
2014	—	`conf`	An Analysis of Errors in Graph-Based Keypoint Matching and Proposed Solutions. ECCV (7) Toby Collins, Pablo Mesejo, Adrien Bartoli
2014	A*	`conf`	Computer-Assisted Laparoscopic myomectomy by augmenting the uterus with pre-operative MRI data. ISMAR Toby Collins, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel
2014	J	`jnl`	Infinitesimal Plane-Based Pose Estimation. Int. J. Comput. Vis. Toby Collins, Adrien Bartoli
2014	—	`conf`	Live image parsing in uterine laparoscopy. ISBI Ajad Chhatkuli, Adrien Bartoli, Abed Malti, Toby Collins
2014	—	`conf`	Using Isometry to Classify Correct/Incorrect 3D-2D Correspondences. ECCV (4) Toby Collins, Adrien Bartoli
2013	A*	`conf`	A Robust Analytical Solution to Isometric Shape-from-Template with Focal Length Calibration. ICCV Adrien Bartoli, Daniel Pizarro, Toby Collins
2013	A	`conf`	Isowarp and Conwarp: Warps that Exactly Comply with Weak-Perspective Projection of Deforming Objects. BMVC Daniel Pizarro, Adrien Bartoli, Toby Collins
2013	—	`conf`	Realtime Wide-Baseline Registration of the Uterus in Laparoscopic Videos Using Multiple Texture Maps. AE-CAI Toby Collins, Daniel Pizarro, Adrien Bartoli, Michel Canis, Nicolas Bourdel
2013	A*	`conf`	Template-Based Isometric Deformable 3D Reconstruction with Sampling-Based Focal Length Self-Calibration. CVPR Adrien Bartoli, Toby Collins
2012	—	`conf`	3D Reconstruction in Laparoscopy with Close-Range Photometric Stereo. MICCAI (2) Toby Collins, Adrien Bartoli
2012	A*	`conf`	On template-based reconstruction from a single view: Analytical solutions and proofs of well-posedness for developable, isometric and conformal surfaces. CVPR Adrien Bartoli, Yan Gérard, François Chadebecq, Toby Collins
2012	—	`conf`	Template-Based Conformal Shape-from-Motion-and-Shading for Laparoscopy. IPCAI Abed Malti, Adrien Bartoli, Toby Collins
2012	—	`conf`	Towards Live Monocular 3D Laparoscopy Using Shading and Specularity Information. IPCAI Toby Collins, Adrien Bartoli
2012	—	`conf`	Tracking by Detection for Interactive Image Augmentation in Laparoscopy. WBIR Jae-Hak Kim, Adrien Bartoli, Toby Collins, Richard I. Hartley
2011	—	`conf`	A pixel-based approach to template-based monocular 3D reconstruction of deformable surfaces. ICCV Workshops Abed Malti, Adrien Bartoli, Toby Collins
2011	—	`conf`	Deformable Shape-From-Motion in Laparoscopy using a Rigid Sliding Window. MIUA Toby Collins, Benoît Compte, Adrien Bartoli
2011	—	`conf`	Template-Based Conformal Shape-from-Motion from Registered Laparoscopic Images. MIUA Abed Malti, Adrien Bartoli, Toby Collins
2010	—	`conf`	Locally Planar and Affine Deformable Surface Reconstruction from Video. VMV Toby Collins, Adrien Bartoli