A semi-supervised Teacher-Student framework for surgical tool detection and localization

21 August 2022

Papers citing "A semi-supervised Teacher-Student framework for surgical tool detection and localization"

12 / 12 papers shown

Title
End-to-End Semi-Supervised Object Detection with Soft Teacher Mengde Xu Zheng Zhang Han Hu Jianfeng Wang Lijuan Wang Fangyun Wei X. Bai Zicheng Liu 70 499 0 16 Jun 2021
Unbiased Teacher for Semi-Supervised Object Detection Yen-Cheng Liu Chih-Yao Ma Zijian He Chia-Wen Kuo Kan Chen Peizhao Zhang Bichen Wu Z. Kira Peter Vajda 106 489 0 18 Feb 2021
Detection and Localization of Robotic Tools in Robot-Assisted Surgery Videos Using Deep Neural Networks for Region Proposal and Detection Duygu Sarikaya Jason J. Corso K. Guru 54 203 0 29 Jul 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 160 3,572 0 21 Jan 2020
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Armine Vardazaryan Didier Mutter J. Marescaux N. Padoy 48 60 0 14 Jun 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks Amy Jin Serena Yeung J. Jopling J. Krause D. Azagury A. Milstein Li Fei-Fei 56 258 0 24 Feb 2018
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery T. Kurmann Pablo Márquez-Neila Xiaofei Du Pascal Fua Danail Stoyanov Sebastian Wolf Raphael Sznitman 45 83 0 18 Oct 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 129 3,774 0 15 Aug 2017
Tool and Phase recognition using contextual CNN features Manish Sahu Anirban Mukhopadhyay A. Szengel S. Zachow 70 50 0 27 Oct 2016
Single- and Multi-Task Architectures for Tool Presence Detection Challenge at M2CAI 2016 A. P. Twinanda Didier Mutter J. Marescaux M. de Mathelin N. Padoy 63 23 0 27 Oct 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 241 864 0 09 Feb 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014