Intelligent Imaging Lab

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 (Journal) Manuscript (ICIP 2015)
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 (Journal) Manuscript (ICASSP 2013) MATLAB Implementation
Prior Adaptation

Adaptive image denoising by mixture adaptation

Enming Luo, Stanley H. Chan, and Truong Q. Nguyen

IEEE Transactions on Image Processing, 2016

Manuscript (Journal) Manuscript (GlobalSIP 2015) MATLAB Implementation
Targeted Databases

Adaptive image denoising by targeted databases

Enming Luo, Stanley H. Chan, and Truong Q. Nguyen

IEEE Transactions on Image Processing, 2015

Manuscript (Journal) Manuscript (ICASSP 2014) MATLAB Implementation
DeconvTV

An augmented Lagrangian method for total variation video restoration

Stanley H. Chan, Ramsin Khoshabeh, Kristofor B. Gibson, Philip E. Gill and Truong Q. Nguyen

IEEE Transactions on Image Processing, 2011

Manuscript (Journal) Manuscript (ICASSP 2011) Manuscript (EUSIPCO 2012) MATLAB Implementation
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 (Journal) Manuscript (ICASSP 2011) MATLAB Implementation
Motion Estimation

Subpixel motion estimation without interpolation

Stanley H. Chan, Dung Vo and Truong Q. Nguyen

IEEE ICASSP, 2010

Manuscript MATLAB Implementation