Optimization theory, algorithms & applications in
-
Image processing
-
Sparse optimization
-
Inverse problems
Codes
-
RecPC - 1D/2D Practical Compressive Sensing with Toeplitz and Circulant Matrices [Link]
-
IADM_NNLS - Inexact Alternating Direction Method for Nuclear Norm regularized Least Squares problems [Link]
-
LRSD - Low-Rank Sparse matrix Decomposition [Link]
-
YALL1 - A Matlab package for L1-problems in Compressive Sensing [Link, Original developer: Yin Zhang]
-
RecPF - Reconstruction from Partial Fourier coefficients [Link]
-
FTVd - Fast Total Variation Deconvolution [Link]