Data Consistent Artifact Reduction for Limited Angle Tomography with
Deep Learning Prior

Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior

19 August 2019

Alexander Preuhs

Xiaolin Huang

Papers citing "Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior"

16 / 16 papers shown

Title
Learning with Known Operators reduces Maximum Training Error Bounds Andreas Maier Christopher Syben Bernhard Stimpel Tobias Würfl M. Hoffmann Frank Schebesch Weilin Fu L. Mill L. Kling S. Christiansen 57 108 0 03 Jul 2019
On instabilities of deep learning in image reconstruction - Does AI come at a cost? Vegard Antun F. Renna C. Poon Ben Adcock A. Hansen 51 603 0 14 Feb 2019
Learning The Invisible: A Hybrid Deep Learning-Shearlet Framework for Limited Angle Computed Tomography T. Bubba Gitta Kutyniok Matti Lassas M. März Wojciech Samek S. Siltanen Vignesh Srinivasan 131 136 0 12 Nov 2018
A Gentle Introduction to Deep Learning in Medical Image Processing Andreas Maier Christopher Syben Tobias Lasser Christian Riess PINN 42 431 0 12 Oct 2018
Adversarial Examples: Attacks and Defenses for Deep Learning Xiaoyong Yuan Pan He Qile Zhu Xiaolin Li SILM AAML 88 1,622 0 19 Dec 2017
Scale-Space Anisotropic Total Variation for Limited Angle Tomography Yixing Huang O. Taubmann Xiaolin Huang V. Haase G. Lauritsch Andreas Maier 48 34 0 19 Dec 2017
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Yoseob Han J. C. Ye 69 519 0 28 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou Mannudeep K. Kalra Ge Wang GAN MedIm 61 1,201 0 03 Aug 2017
Multi-Scale Wavelet Domain Residual Learning for Limited-Angle CT Reconstruction Jawook Gu J. C. Ye 46 54 0 04 Mar 2017
Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis Yoseob Han J. Yoo J. C. Ye 69 205 0 19 Nov 2016
A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction Eunhee Kang Junhong Min J. C. Ye OOD MedIm 70 764 0 31 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
Image Prediction for Limited-angle Tomography via Deep Learning with Convolutional Neural Network Hanming Zhang Liang Li Kai Qiao Linyuan Wang Bin Yan Lei Li Guoen Hu MedIm 50 98 0 29 Jul 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,049 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 270 14,918 1 21 Dec 2013