Articles with "pursuit denoising" as a keyword



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Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography

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Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3221185

Abstract: Finding sparse solutions of underdetermined linear systems commonly requires the solving of $L_{1}$ regularized least-squares minimization problem, which is also known as the basis pursuit denoising (BPDN). They are computationally expensive since they cannot be… read more here.

Keywords: neural network; basis pursuit; recurrent neural; pursuit denoising ... See more keywords