Intelligent Imaging Lab

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

Theory

Performance analysis of Plug-and-Play ADMM: A graph signal processing perspective

Stanley H. Chan

IEEE Transactions on Computational Imaging, 2019

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

Foreground

Automatic Foreground Extraction using Multi-Agent Consensus Equilibrium

Xiran Wang, Jason Juang, Stanley H. Chan

Manuscript, 2018

Graph

Interpolation and denoising of graph signals using Plug-and-Play ADMM

Yoshinao Yazaki, Yuichi Tanaka, and Stanley H. Chan

IEEE ICASSP, 2019

Parameter Free

Parameter-free Plug-and-Play ADMM for image restoration

Xiran Wang and Stanley H. Chan

IEEE ICASSP, 2017

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