2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual
Network

2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network

8 December 2020

Florian Schiffers

Aggelos K. Katsaggelos

Papers citing "2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network"

17 / 17 papers shown

Title
Generalizing Medical Image Representations via Quaternion Wavelet Networks Luigi Sigillo Eleonora Grassucci A. Uncini Danilo Comminiello MedIm 59 5 0 16 Oct 2023
TorchRadon: Fast Differentiable Routines for Computed Tomography Matteo Ronchetti OOD MedIm 54 63 0 29 Sep 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 38 526 0 12 May 2020
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction Wei-An Lin Haofu Liao Cheng-Fang Peng Xiaohang Sun Jingdan Zhang Jiebo Luo Rama Chellappa S. Kevin Zhou MedIm 29 193 0 29 Jun 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 52 96 0 20 Feb 2019
Sinogram interpolation for sparse-view micro-CT with deep learning neural network Xu Dong S. Vekhande Guohua Cao 17 44 0 09 Feb 2019
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 79 1,408 0 22 Jun 2018
Deep-neural-network based sinogram synthesis for sparse-view CT image reconstruction Hoyeon Lee Jongha Lee Hyeongseok Kim B. Cho Seungryong Cho 34 225 0 02 Mar 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 245 11,610 0 11 Jan 2018
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Yoseob Han J. C. Ye 38 515 0 28 Aug 2017
Solving ill-posed inverse problems using iterative deep neural networks J. Adler Ozan Oktem 67 615 0 13 Apr 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 63 2,102 0 17 Jan 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 272 19,560 0 21 Nov 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 157 10,202 0 27 Mar 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 121 9,266 0 14 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 979 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 585 149,474 0 22 Dec 2014