Search Results for author: Silpa Babu

Found 3 papers, 2 papers with code

A Fast Algorithm for Low Rank + Sparse column-wise Compressive Sensing

no code implementations7 Nov 2023 Silpa Babu, Namrata Vaswani

We aim to recover an $n \times q$ matrix, $\X^* =[ \x_1^*, \x_2^*, \cdots , \x_q^*]$ from $m$ independent linear projections of each of its $q$ columns, given by $\y_k :=\A_k\x_k^*$, $k \in [q]$.

Compressive Sensing

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI

1 code implementation19 Dec 2022 Silpa Babu, Sajan Goud Lingala, Namrata Vaswani

This claim is based on comparisons on 8 different retrospectively under sampled multi-coil dynamic MRI applications, sampled using either 1D Cartesian or 2D pseudo radial under sampling, at multiple sampling rates.

Compressive Sensing

Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI

1 code implementation27 Jun 2022 Silpa Babu, Sajan Goud Lingala, Namrata Vaswani

By general, we mean that our algorithm can be used for multiple accelerated dynamic MRI applications and multiple sampling rates (acceleration rates) and patterns with a single choice of parameters (no parameter tuning).

Compressive Sensing

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