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07/12/2023
Deep Unrolling for Nonconvex Robust Principal Component Analysis
We design algorithms for Robust Principal Component Analysis (RPCA) whic...
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01/31/2023
Support Exploration Algorithm for Sparse Support Recovery
We introduce a new algorithm promoting sparsity called Support Explorati...
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02/27/2017
Image Analysis Using a Dual-Tree M-Band Wavelet Transform
We propose a 2D generalization to the M-band case of the dual-tree decom...
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08/26/2011
Noise Covariance Properties in Dual-Tree Wavelet Decompositions
Dual-tree wavelet decompositions have recently gained much popularity, m...
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01/27/2011