Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam
CT Reconstruction

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction

29 September 2024

Marc Klasky

Michael T. McCann

Jeffrey A. Fessler

ArXiv (abs)PDF HTML

Papers citing "Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction"

16 / 16 papers shown

Title
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Suhyeon Lee Hyungjin Chung Minyoung Park Jonghyuk Park Wi-Sun Ryu J. C. Ye DiffM MedIm 61 47 0 15 Mar 2023
Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu Xiaojian Xu Weijie Gan Shirin Shoushtari Ulugbek S. Kamilov 105 27 0 25 May 2022
End-to-end reconstruction meets data-driven regularization for inverse problems Subhadip Mukherjee M. Carioni Ozan Oktem Carola-Bibiane Schönlieb 43 40 0 07 Jun 2021
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees Jiaming Liu Yu Sun Weijie Gan Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov FedML MedIm 69 31 0 22 Jan 2021
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 102 1,022 0 22 Dec 2019
Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning Steven Guan Amir A. Khan S. Sikdar P. Chitnis 50 93 0 11 Nov 2019
Momentum-Net: Fast and convergent iterative neural network for inverse problems Il Yong Chun Zhengyu Huang Hongki Lim Jeffrey A. Fessler 108 82 0 26 Jul 2019
4D X-Ray CT Reconstruction using Multi-Slice Fusion Soumendu Majee Thilo Balke C. A. Kemp G. Buzzard Charles A. Bouman 32 16 0 15 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 103 244 0 04 Apr 2019
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion Rushil Anirudh Hyojin Kim Jayaraman J. Thiagarajan K. A. Mohan Kyle Champley P. Bremer 65 103 0 28 Nov 2017
Model based learning for accelerated, limited-view 3D photoacoustic tomography A. Hauptmann F. Lucka M. Betcke N. Huynh J. Adler B. Cox P. Beard Sebastien Ourselin Simon Arridge MedIm 43 291 0 31 Aug 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 70 753 0 20 Jul 2017
PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction Xuehang Zheng S. Ravishankar Y. Long Jeffrey A. Fessler 51 83 0 27 Mar 2017
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 71 2,123 0 11 Nov 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
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014

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