Model-corrected learned primal-dual models for fast limited-view photoacoustic tomography

4 April 2023

Papers citing "Model-corrected learned primal-dual models for fast limited-view photoacoustic tomography"

15 / 15 papers shown

Title
Deep network series for large-scale high-dynamic range imaging Amir Aghabiglou Matthieu Terris A. Jackson Yves Wiaux AI4TS 75 4 0 28 Oct 2022
Learned reconstruction methods with convergence guarantees Subhadip Mukherjee A. Hauptmann Ozan Oktem Marcelo Pereyra Carola-Bibiane Schönlieb 85 51 0 11 Jun 2022
Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie R. Laumont Valentin De Bortoli Andrés Almansa J. Delon Alain Durmus Marcelo Pereyra 67 112 0 08 Mar 2021
Deep Equilibrium Architectures for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 78 181 0 16 Feb 2021
Deep learning for biomedical photoacoustic imaging: A review J. Gröhl Melanie Schellenberg Kris K. Dreher Lena Maier-Hein 116 194 0 05 Nov 2020
Deep Learning in Photoacoustic Tomography: Current approaches and future directions A. Hauptmann B. Cox 118 130 0 16 Sep 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 101 807 0 31 Aug 2020
Learned convex regularizers for inverse problems Subhadip Mukherjee Sören Dittmer Zakhar Shumaylov Sebastian Lunz Ozan Oktem Carola-Bibiane Schönlieb 72 80 0 06 Aug 2020
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
i-RIM applied to the fastMRI challenge P. Putzky D. Karkalousos Jonas Teuwen Nikita Miriakov Bart Bakker M. Caan Max Welling 62 39 0 20 Oct 2019
Multi-Scale Learned Iterative Reconstruction A. Hauptmann J. Adler Simon Arridge Ozan Oktem 70 37 0 01 Aug 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 66 354 0 14 May 2019
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 65 753 0 20 Jul 2017
Learning a Variational Network for Reconstruction of Accelerated MRI Data Kerstin Hammernik Teresa Klatzer Erich Kobler M. Recht D. Sodickson Thomas Pock Florian Knoll 75 1,544 0 03 Apr 2017