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DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images

4 March 2021

Papers citing "DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images"

24 / 24 papers shown

Title
Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation Hanchao Yu Xiao Chen Humphrey Shi Terrence Chen Thomas S. Huang Shanhui Sun 92 34 0 28 Jun 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow Zachary Teed Jia Deng MDE 244 2,641 0 26 Mar 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 78 205 0 20 Mar 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 73 45 0 10 Mar 2020
Recursive Cascaded Networks for Unsupervised Medical Image Registration Shengyu Zhao Yue Dong E. Chang Yan Xu 57 231 0 29 Jul 2019
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 71 47 0 01 Jun 2019
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence Hsueh-Ying Lai Yi-Hsuan Tsai Wei-Chen Chiu 50 80 0 22 May 2019
Metric Learning for Image Registration Marc Niethammer Roland Kwitt François-Xavier Vialard MedIm 57 77 0 21 Apr 2019
SelFlow: Self-Supervised Learning of Optical Flow Pengpeng Liu Michael Lyu Irwin King Jia Xu SSL 71 312 0 19 Apr 2019
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation Junhwa Hur Stefan Roth 81 273 0 10 Apr 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 48 109 0 21 Mar 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 56 194 0 18 Dec 2018
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 61 83 0 08 Nov 2018
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 86 158 0 11 Jun 2018
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation Anurag Ranjan Varun Jampani Lukas Balles Kihwan Kim Deqing Sun Jonas Wulff Michael J. Black SSL 58 591 0 24 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 382 0 11 May 2018
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Zhichao Yin Jianping Shi MDE 54 1,144 0 06 Mar 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 85 628 0 07 Feb 2018
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 87 579 0 21 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 261 2,445 0 07 Sep 2017
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 73 442 0 20 Apr 2017
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks Eddy Ilg N. Mayer Tonmoy Saikia Margret Keuper Alexey Dosovitskiy Thomas Brox 3DPC 255 3,081 0 06 Dec 2016
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 311 4,179 0 26 Apr 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013