MR Image Denoising and Super-Resolution Using Regularized Reverse
Diffusion

MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion

23 March 2022

Papers citing "MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion"

14 / 14 papers shown

Title
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 79 0 0 04 May 2025
AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation Datao Tang Xiangyong Cao Xuan Wu Jialin Li Jing Yao Xueru Bai Deyu Meng Yin Li Deyu Meng DiffM 74 5 0 23 Nov 2024
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 26 0 0 08 Nov 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 29 25 0 01 Jul 2024
Visual Privacy Auditing with Diffusion Models Kristian Schwethelm Johannes Kaiser Moritz Knolle Daniel Rueckert Daniel Rueckert Alexander Ziller DiffM AAML 31 0 0 12 Mar 2024
Denoising diffusion-based synthetic generation of three-dimensional (3D) anisotropic microstructures from two-dimensional (2D) micrographs Kang-Hyun Lee G. Yun DiffM 19 2 0 13 Dec 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series Patrick Ebel Vivien Sainte Fare Garnot M. Schmitt Jan Dirk Wegner Xiao Xiang Zhu 10 29 0 11 Apr 2023
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel 22 13 0 04 Apr 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 23 19 0 21 Feb 2023
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 35 351 0 14 Nov 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 13 272 0 17 Jul 2022
Simultaneous super-resolution and motion artifact removal in diffusion-weighted MRI using unsupervised deep learning Hyungjin Chung Jaehyun Kim J. Yoon J. Lee Jong Chul Ye DiffM MedIm 23 8 0 01 May 2021
Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images Tao Huang Songjiang Li Xu Jia Huchuan Lu Jian-zhuo Liu 67 284 0 08 Jan 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015