activity
20152022
most citedStructured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine Learning

64 citations · 89 across the 16 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

eess.SP2020

Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks

Qing Zou, Mathews Jacob

Several imaging algorithms including patch-based image denoising, image time series recovery, and convolutional neural networks can be thought of as methods that exploit the manifo…

eess.IV2020

Model-Based Deep Learning for Reconstruction of Joint k-q Under-sampled High Resolution Diffusion MRI

Merry P. Mani, Hemant K. Aggarwal, Sanjay Ghosh +1

We propose a model-based deep learning architecture for the reconstruction of highly accelerated diffusion magnetic resonance imaging (MRI) that enables high resolution imaging. Th…