Learning Multi-Layer Transform Models

19 October 2018

Papers citing "Learning Multi-Layer Transform Models"

10 / 10 papers shown

Title
CoShNet: A Hybrid Complex Valued Neural Network using Shearlets Manny Ko Ujjawal K. Panchal Héctor Andrade-Loarca Andres Mendez-Vazquez 100 1 0 14 Aug 2022
Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction Xikai Yang Zhishen Huang Y. Long S. Ravishankar OOD MedIm 38 1 0 22 Mar 2022
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 51 10 0 26 Mar 2021
Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction Xikai Yang Y. Long S. Ravishankar 16 1 0 01 Nov 2020
Multi-layer Residual Sparsifying Transform (MARS) Model for Low-dose CT Image Reconstruction Xikai Yang Y. Long S. Ravishankar MedIm 110 3 0 10 Oct 2020
Learned Multi-layer Residual Sparsifying Transform Model for Low-dose CT Reconstruction Xikai Yang Xuehang Zheng Y. Long S. Ravishankar MedIm 11 2 0 08 May 2020
Two-layer Residual Sparsifying Transform Learning for Image Reconstruction Xuehang Zheng S. Ravishankar Y. Long M. Klasky B. Wohlberg MedIm 55 2 0 01 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 121 244 0 04 Apr 2019
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks Bihan Wen S. Ravishankar L. Pfister Y. Bresler MedIm 74 64 0 25 Mar 2019
Analysis of Fast Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 57 12 0 31 May 2018