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07/10/2018
Model-based free-breathing cardiac MRI reconstruction using deep learned & STORM priors: MoDL-STORM
We introduce a model-based reconstruction framework with deep learned (D...
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02/24/2018
Free-breathing cardiac MRI using bandlimited manifold modelling
We introduce a novel bandlimited manifold framework and an algorithm to ...
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01/03/2018
Clustering of Data with Missing Entries
The analysis of large datasets is often complicated by the presence of m...
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01/03/2018
Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained
We introduce a continuous domain framework for the recovery of points on...
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01/03/2018
Recovery of Point Clouds on Surfaces: Application to Image Reconstruction
We introduce a framework for the recovery of points on a smooth surface ...
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09/06/2017
Clustering of Data with Missing Entries using Non-convex Fusion Penalties
The presence of missing entries in data often creates challenges for pat...
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12/05/2014
Subspace based low rank and joint sparse matrix recovery
We consider the recovery of a low rank and jointly sparse matrix from un...
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12/05/2014