activity
20132023
most citedOn the linear convergence rates of exchange and continuous methods for total variation minimization

33 citations · 89 across the 29 of their papers we have counts for

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Showing 2013Show all

10 papers · 1 filter

stat.AP2013★ 1 cited

Variable density sampling with continuous trajectories. Application to MRI

Nicolas Chauffert, Philippe Ciuciu, Jonas Kahn +1

Reducing acquisition time is a crucial challenge for many imaging techniques. Compressed Sensing (CS) theory offers an appealing framework to address this issue since it provides t…

cs.IT2013

An algorithm for variable density sampling with block-constrained acquisition

Claire Boyer, Pierre Weiss, Jérémie Bigot

Reducing acquisition time is of fundamental importance in various imaging modalities. The concept of variable density sampling provides a nice framework to achieve this. It was jus…

physics.ins-det2013

On Variant Strategies To Solve The Magnitude Least Squares Optimization Problem In Parallel Transmission Pulse Design And Under Strict SAR And Power Constraints

Andres Hoyos Idrobo, Pierre Weiss, Aurélien Massire +2

Parallel transmission has been a very promising candidate technology to mitigate the inevitable radio-frequency field inhomogeneity in magnetic resonance imaging (MRI) at ultra-hig…

stat.AP2013★ 6 cited

From variable density sampling to continuous sampling using Markov chains

Nicolas Chauffert, Philippe Ciuciu, Pierre Weiss +1

Since its discovery over the last decade, Compressed Sensing (CS) has been successfully applied to Magnetic Reso- nance Imaging (MRI). It has been shown to be a powerful way to red…

stat.AP2013

Travelling salesman-based variable density sampling

Nicolas Chauffert, Philippe Ciuciu, Jonas Kahn +1

Compressed sensing theory indicates that selecting a few measurements independently at random is a near optimal strategy to sense sparse or compressible signals. This is infeasible…

math.ST2013

Variable Density Compressed Sensing In MRI. Theoretical vs Heuristic Sampling Strategies

Nicolas Chauffert, Philippe Ciuciu, Pierre Weiss

The structure of Magnetic Resonance Images (MRI) and especially their compressibility in an appropriate representation basis enables the application of the compressive sensing theo…