TRT Filter for Impulse Noise Removal

Thresholding and Regularization Techniques for Image Denoising

TRT_Filter

Thresholding and Regularization Techniques for Image Denoising

GUI requires MATLAB 2021b

Cite the paper:

Nguyen N. Hien, Dang N.H. Thanh, Ugur Erkan, Joao M.R.S. Tavares. “Image Noise Removal Method Based on Thresholding and Regularization Techniques.” IEEE Access, vol. 10, Institute of Electrical and Electronics Engineers (IEEE), 2022, pp. 71584–97, doi:10.1109/access.2022.3188315.

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% For the first time you run the app, you need to set up MEX enviroment

% by running the following command:

% install

% A mex file will be generated, usually tv_restore.mexmaci64,

% tv_restore.mexwindow64, etc.

% =============================

% If you want to test the algorithm without GUI, run the below code:

% clc;

% close all;

% I = imread('232038.jpeg');

% [In, Id] = TRTDenoise(I, .7);

% imshow([I, In, Id]);

% If you want to use GUI, run the below code:

TRTapp