Plug and Play ADMM

Selected Publications

MRI 

Plug-and-Play methods for magnetic resonance imaging
Rizwan Ahmad, Charles A. Bouman, Gregery T. Buzzard, Stanley H. Chan, Edward T. Reehorst, Philip Schniter
IEEE Signal Processing Magazine, 2019
Manuscript

Theory 

Performance analysis of Plug-and-Play ADMM: A graph signal processing perspective
Stanley H. Chan
IEEE Transactions on Computational Imaging, 2019
Manuscript

MACE 

Plug-and-Play unplugged: Optimization free reconstruction using consensus equilibrium
Gregery T. Buzzard, Stanley H. Chan, Suhas Sreehari and Charles A. Bouman
SIAM Journal on Imaging Science, 2018
Manuscript
MATLAB Implementation

Foreground 

Automatic Foreground Extraction using Multi-Agent Consensus Equilibrium
Xiran Wang, Jason Juang, Stanley H. Chan
Manuscript, 2018
Manuscript

Graph 

Interpolation and denoising of graph signals using Plug-and-Play ADMM
Yoshinao Yazaki, Yuichi Tanaka, and Stanley H. Chan
IEEE ICASSP, 2019
Manuscript

Parameter Free 

Parameter-free Plug-and-Play ADMM for image restoration
Xiran Wang and Stanley H. Chan
IEEE ICASSP, 2017
Manuscript

Fixed Point 

Plug-and-Play ADMM for image restoration: Fixed point convergence and applications
Stanley H. Chan, Xiran Wang, and Omar Elgendy
IEEE Transactions on Computational Imaging, 2017
Manuscript
MATLAB Implementation