Image Denoising and Restoration

Recursive Filter 

Fast and robust recursive filter for image denoising
Yiheng Chi and Stanley H. Chan
IEEE ICASSP, 2018
Manuscript
MATLAB Implementation

Symmetric Filters 

Understanding symmetric smoothing filters: A Gaussian mixture model perspective
Stanley H. Chan, Todd Zickler, and Yue M. Lu
IEEE Transactions on Image Processing, 2017
Manuscript

Understanding symmetric smoothing filters via Gaussian mixtures
Stanley H. Chan, Todd Zickler, Yue M. Lu
IEEE ICIP, 2015
Manuscript

MCNLM 

Monte Carlo non local means: Random sampling for large-scale image filtering
Stanley H. Chan, Todd Zickler, and Yue M. Lu
IEEE Transactions on Image Processing, 2014
Manuscript
MATLAB Implementation

Fast non-local filtering by random sampling: it works, especially for large images
Stanley H. Chan, Todd Zickler and Yue M. Lu
IEEE ICASSP, 2013
Manuscript

Prior Adaptation 

Adaptive image denoising by mixture adaptation
Enming Luo, Stanley H. Chan, and Truong Q. Nguyen
IEEE Transactions on Image Processing, 2016
Manuscript
MATLAB Implementation

Adaptive patch-based image denoising by EM adaptation
Stanley H. Chan, Enming Luo, and Truong Q. Nguyen
IEEE GlobalSIP, 2015
Manuscript

Targeted Databases 

Adaptive image denoising by targeted databases
Enming Luo, Stanley H. Chan, and Truong Q. Nguyen
IEEE Transactions on Image Processing, 2015
Manuscript
MATLAB Implementation

Image Denoising by Targeted External Databases
Enming Luo, Stanle H. Chan, and Truong Q. Nguyen
IEEE ICASSP, 2014
Manuscript

DeconvTV 

An augmented Lagrangian method for total variation video restoration
Stanley H. Chan, Ramsin Khoshabeh, Kris B. Gibson, Philip E. Gill and Truong Q. Nguyen
IEEE Transactions on Image Processing, 2011
Manuscript
MATLAB Implementation

An augmented Lagrangian method for video restoration
Stanley H. Chan, Ramsin Khoshabeh, Kris Gibson, Philip E. Gill and Truong Q. Nguyen
IEEE ICASSP, 2011
Manuscript

Directional Decomposition Based Total Variation Image Restoration
Daniel Pipa, Stanley H. Chan, and Truong Q. Nguyen
EUSIPCO, 2012
Manuscript

Depth Estimation 

Depth Reconstruction from Sparse Samples: Representation, Algorithm, and Sampling
Lee-Kang Liu, Stanley H. Chan, and Truong Q. Nguyen
IEEE Transactions on Image Processing, 2015
Manuscript
MATLAB Implementation

Spatio-temporal consistency in video disparity estimation
Ramsin Khoshabeh, Stanley H. Chan and Truong Q. Nguyen
IEEE ICASSP, 2011
Manuscript

Motion Estimation 

Subpixel motion estimation withouth interpolation
Stanley H. Chan, Dung Vo and Truong Q. Nguyen
IEEE ICASSP, 2010
Manuscript
MATLAB implementation