Tarmizi Adam's repositories
Image-Signal-Processing
Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group Sparse signal denoising and Majorization-Minimization optimization based image/signal processing
HNHOTV_OGS
Hybrid higher order non-convex total variation with overlapping group sparsity image denoising
ADMM-Total-Variation
Some other ADMM total variation codes
P-HONOGSTV
Poisson Noise Image Restoration via P-HONOGSTV
1D-TV-Alternating-Minimization
1D Total Variation Tutorial Files
First-Order-Methods
First order optimization methods
2023-Workshop-on-Metaverse
These are the codes to produce the figures in a talk at the 2023 Workshop on Metaverse title "Optimization-based Signal & Image Processing".
nonconvex_TV_denoise
Forward-Backward Splitting (FBS) Algorithms for Non-convex Total Variation Denoising
HNHOTV_ImpulseNoise
Impulse Noise Restoration
ICSIPA-2021-Codes
Accompanying codes for our ICSIPA 2021 conference paper
AA-Prox
Anderson acceleration of proximal gradient methods
andersoncd
Implementation of Anderson acceleration of coordinate descent.
BookChapterADMM
Code to reproduce the applications of the ADMM in the book chapter
Codes-of-MC
open for readers
copt
A Python library for mathematical optimization
geotensor
Geometric low-rank tensor completion for color image inpainting.
ManPG
MATLAB implementation of ManPG
MumfordShah2D
Algorithms for edge preserving smoothing based on the Mumford-Shah model
nonexp_global_aa1
Globally Convergent Type-I Anderson Acceleration for Non-Smooth Fixed-Point Iterations
RegularizedNonlinearAcceleration
Implementation of the Regularized Nonlinear Acceleration algorithm
SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
svrg-lowrank
fast nonconvex stochastic variance reduced gradient for low-rank matrix estimation