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[ascl:1307.020] SOPT: Sparse OPTimisation

SOPT (Sparse OPTimisation) is a C implementation of the Sparsity Averaging Reweighted Analysis (SARA) algorithm. The approach relies on the observation that natural images exhibit strong average sparsity; average sparsity outperforms state-of-the-art priors that promote sparsity in a single orthonormal basis or redundant frame, or that promote gradient sparsity.

Code site:
https://github.com/basp-group/sopt
Described in:
https://ui.adsabs.harvard.edu/abs/2013ISPL...20..591C
Bibcode:
2013ascl.soft07020C

Views: 4967

ascl:1307.020
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