Emanuele Colleoni

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Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation 2018 Vladimir I. Iglovikov
Alexey A. Shvets
3
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
3
+ PDF Chat RASNet: Segmentation for Tracking Surgical Instruments in Surgical Videos Using Refined Attention Segmentation Network 2019 Zhen-Liang Ni
Gui‐Bin Bian
Xiao‐Liang Xie
Zeng‐Guang Hou
Xiao-Hu Zhou
Yan-Jie Zhou
3
+ PDF Chat Self-Supervised Surgical Tool Segmentation using Kinematic Information 2019 Cristian da Costa Rocha
Nicolas Padoy
BenoĂźt Rosa
2
+ PDF Chat Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery 2017 Thomas Kurmann
Pablo MĂĄrquez Neila
Xiaofei Du
Pascal Fua
Danail Stoyanov
SĂ©bastian Wolf
Raphael Sznitman
2
+ PDF Chat Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy 2018 Sara Moccia
Sebastian Wirkert
Hannes Kenngott
Anant Vemuri
Martin Apitz
Benjamin Mayer
Elena De Momi
Leonardo S. Mattos
Lena Maier‐Hein
2
+ PDF Chat Concurrent Segmentation and Localization for Tracking of Surgical Instruments 2017 Iro Laina
Nicola Rieke
Christian Rupprecht
Josué Page Vizcaíno
Abouzar Eslami
Federico Tombari
Nassir Navab
2
+ PDF Chat ToolNet: Holistically-nested real-time segmentation of robotic surgical tools 2017 Luis C. GarcĂ­a-Peraza-Herrera
Wenqi Li
Lucas Fidon
Caspar Gruijthuijsen
Alain Devreker
George Attilakos
Jan Deprest
Emmanuel Vander Poorten
Danail Stoyanov
Tom Vercauteren
2
+ PDF Chat Novel evaluation of surgical activity recognition models using task-based efficiency metrics 2019 Aneeq Zia
Liheng Guo
Linlin Zhou
Irfan Essa
Anthony Jarc
1
+ PDF Chat Surgical Activity Recognition in Robot-Assisted Radical Prostatectomy Using Deep Learning 2018 Aneeq Zia
Andrew J. Hung
Irfan Essa
Anthony Jarc
1
+ Lookahead Optimizer: k steps forward, 1 step back 2019 Michael R. Zhang
James Lucas
Geoffrey E. Hinton
Jimmy Ba
1
+ PDF Chat Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition 2019 Deepti Ghadiyaram
Du Tran
Dhruv Mahajan
1
+ PDF Chat Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video 2019 Isabel Funke
Sebastian Bodenstedt
Florian Oehme
Felix von Bechtolsheim
JĂŒrgen Weitz
Stefanie Speidel
1
+ PDF Chat SlowFast Networks for Video Recognition 2019 Christoph Feichtenhofer
Haoqi Fan
Jitendra Malik
Kaiming He
1
+ BIAS: Transparent reporting of biomedical image analysis challenges 2020 Lena Maier‐Hein
Annika Reinke
Michal Kozubek
Anne L. Martel
Tal Arbel
Matthias Eisenmann
Allan Hanbury
Pierre Jannin
Henning MĂŒller
Sinan Onogur
1
+ PDF Chat Motion2Vec: Semi-Supervised Representation Learning from Surgical Videos 2020 Ajay Kumar Tanwani
Pierre Sermanet
Andy Yan
Raghav Anand
Mariano Phielipp
Ken Goldberg
1
+ PDF Chat Automatic Operating Room Surgical Activity Recognition for Robot-Assisted Surgery 2020 Aidean Sharghi
Helene Haugerud
Daniel Oh
Omid Mohareri
1
+ Surgical Data Science -- from Concepts toward Clinical Translation 2020 Lena Maier‐Hein
Matthias Eisenmann
Duygu Sarikaya
Keno MĂ€rz
Toby Collins
Anand Malpani
Johannes Fallert
Hubertus Feußner
Stamatia Giannarou
Pietro Mascagni
1
+ PDF Chat Endo-Sim2Real: Consistency Learning-Based Domain Adaptation for Instrument Segmentation 2020 Manish Sahu
Ronja Strömsdörfer
Anirban Mukhopadhyay
Stefan Zachow
1
+ Scikit-learn: Machine Learning in Python 2012 FabiĂĄn Pedregosa
Gaël Varoquaux
Alexandre Gramfort
Vincent Michel
Bertrand Thirion
Olivier Grisel
Mathieu Blondel
Peter Prettenhofer
Ron J. Weiss
Vincent Dubourg
1
+ PDF Chat Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training 2018 Faisal Mahmood
Richard J. Chen
Nicholas J. Durr
1
+ Tool and Phase recognition using contextual CNN features. 2016 Manish Sahu
Anirban Mukhopadhyay
Angelika Szengel
Stefan Zachow
1
+ PDF Chat Surgical data science for next-generation interventions 2017 Lena Maier‐Hein
S. Swaroop Vedula
Stefanie Speidel
Nassir Navab
Ron Kikinis
Adrian Park
Matthias Eisenmann
Hubertus Feußner
Germain Forestier
Stamatia Giannarou
1
+ The Kinetics Human Action Video Dataset 2017 Andrew Zisserman
JoĂŁo Carreira
Karen Simonyan
Will Kay
Brian Zhang
Chloe Hillier
Sudheendra Vijayanarasimhan
Fabio Viola
T.C. Green
Trevor Back
1
+ PDF Chat Deep visual domain adaptation: A survey 2018 Mei Wang
Weihong Deng
1
+ PDF Chat DeepPhase: Surgical Phase Recognition in CATARACTS Videos 2018 Odysseas Zisimopoulos
Evangello Flouty
Imanol Luengo
Î Î­Ï„ÏÎżÏ‚ ΓÎčÎ±Ï„Î±ÎłÎŹÎœÎ±Ï‚
Jean Nehme
Andre Chow
Danail Stoyanov
1
+ PDF Chat Exploiting the potential of unlabeled endoscopic video data with self-supervised learning 2018 Tobias Roß
David Zimmerer
Anant Vemuri
Fabian Isensee
Manuel Wiesenfarth
Sebastian Bodenstedt
Fabian Both
Philip Kessler
Martin Wagner
Beat P. MĂŒller‐Stich
1
+ PDF Chat Compressed Video Action Recognition 2018 Chao-Yuan Wu
Manzil Zaheer
Hexiang Hu
R. Manmatha
Alexander J. Smola
Philipp KrĂ€henbĂŒhl
1