Publications associées à Fast Geodesic Active Fields for Image Registration based on Splitting and Augmented Lagrangian Approaches

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Representer Theorems for Sparsity-Promoting $ ℓ _{ 1 } $ Regularization

Michaël Unser, Julien René Pierre Fageot, Harshit Gupta

We present a theoretical analysis and comparison of the effect of

ℓ _{ 1 }

versus

ℓ _{ 2 }

regularization for the resolution of ill-posed linear inverse and/or compressed sensing problems. Our formulation covers the most general setting where the s ...

IEEE2016

Fast Geodesic Active Fields for Image Registration based on Splitting and Augmented Lagrangian Approaches

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Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems

Robust myelin water imaging from multi-echo T2 data using second-order Tikhonov regularization with control points

Automated CT bone segmentation using statistical shape modelling and local template matching

CoCoA: A General Framework for Communication-Efficient Distributed Optimization

Robust and adaptive approaches for Relative Geologic Time Estimation

Acoustic DoA Estimation by One Unsophisticated Sensor

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

Mumford-Shah and Potts Regularization for Manifold-Valued Data

Representer Theorems for Sparsity-Promoting $ ℓ _{ 1 } $ Regularization

Total Variation Regularization of Shape Signals

Robust and adaptive approaches for Relative Geologic Time Estimation

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

Representer Theorems for Sparsity-Promoting $ ℓ _{ 1 } $ Regularization

CoCoA: A General Framework for Communication-Efficient Distributed Optimization

Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems

Automated CT bone segmentation using statistical shape modelling and local template matching

Acoustic DoA Estimation by One Unsophisticated Sensor

Mumford-Shah and Potts Regularization for Manifold-Valued Data

Total Variation Regularization of Shape Signals

Robust myelin water imaging from multi-echo T2 data using second-order Tikhonov regularization with control points