353 citations · 1k across the 59 of their papers we have counts for
3 papers · 2 filters
Compressed Quantitative MRI: Bloch Response Recovery through Iterated Projection
Mike Davies, Gilles Puy, Pierre Vandergheynst +1
Inspired by the recently proposed Magnetic Resonance Fingerprinting technique, we develop a principled compressed sensing framework for quantitative MRI. The three key components a…
A Compressed Sensing Framework for Magnetic Resonance Fingerprinting
Mike Davies, Gilles Puy, Pierre Vandergheynst +1
Inspired by the recently proposed Magnetic Resonance Fingerprinting (MRF) technique, we develop a principled compressed sensing framework for quantitative MRI. The three key compon…
Fundamental performance limits for ideal decoders in high-dimensional linear inverse problems
Anthony Bourrier, Mike E. Davies, Tomer Peleg +2
This paper focuses on characterizing the fundamental performance limits that can be expected from an ideal decoder given a general model, ie, a general subset of "simple" vectors o…