Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical
Instruments

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Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments

10 December 2019

Mhd Hasan Sarhan

Mehmet Yigitsoy

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Papers citing "Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments"

19 / 19 papers shown

Title
Real-Time Segmentation of Non-Rigid Surgical Tools based on Deep Learning and Tracking Luis C. Garcia-Peraza-Herrera Wenqi Li Caspar Gruijthuijsen A. Devreker G. Attilakos Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sébastien Ourselin 46 107 0 07 Sep 2020
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
Billion-scale semi-supervised learning for image classification I. Z. Yalniz Hervé Jégou Kan Chen Manohar Paluri D. Mahajan SSL 104 463 0 02 May 2019
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 78 446 0 12 Dec 2018
Modeling Visual Context is Key to Augmenting Object Detection Datasets Nikita Dvornik Julien Mairal Cordelia Schmid 85 245 0 19 Jul 2018
Group Normalization Yuxin Wu Kaiming He 245 3,672 0 22 Mar 2018
Random Erasing Data Augmentation Zhun Zhong Liang Zheng Guoliang Kang Shaozi Li Yi Yang 100 3,649 0 16 Aug 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 137 3,775 0 15 Aug 2017
ToolNet: Holistically-Nested Real-Time Segmentation of Robotic Surgical Tools Luis C. Garcia-Peraza-Herrera Wenqi Li Lucas Fidon Caspar Gruijthuijsen A. Devreker ... Jan Deprest E. V. Poorten Danail Stoyanov Tom Vercauteren Sebastien Ourselin 61 130 0 25 Jun 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 153 2,739 0 13 Apr 2017
Concurrent Segmentation and Localization for Tracking of Surgical Instruments Iro Laina Nicola Rieke Christian Rupprecht Josué Page Vizcaíno Abouzar Eslami Federico Tombari Nassir Navab 68 149 0 30 Mar 2017
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 335 1,273 0 06 Mar 2017
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 156 6,551 0 24 Nov 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 104 519 0 06 Sep 2016
Real-time 3D Tracking of Articulated Tools for Robotic Surgery Menglong Ye Lin Zhang Stamatia Giannarou Guang-Zhong Yang 72 57 0 11 May 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,914 0 05 May 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,087 0 30 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014

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