Bayer's Digital Halftoning - (Dispersed and Clustered Dot) (Bayers Halftone) MATLAB and Python Code

To understand digital halftoning and ordered dithering please check this page

http://imageprocessing-sankarsrin.blogspot.tw/2016/12/digital-half-toning-ordered-dithering.html

Check the code

Python:

Ref: https://github.com/SankarSrin/Digital-Halftoning

MATLAB Code:

%%%%%%%Function to generate Bayer's Halftone Patterns%%%%%%%%%%

%% Author:
%% Mr. Sankarasrinivasan
%% Research Fellow, Multimedia Signal Processing Lab, NTUST, Taiwan
%% Advisor: Prof. Jing Ming Guo
%% Dated: Apr, 2018

%%Details
%%Bayers(im,met) im==> input image;
%% met=1; Bayers Dispersed Dot && met=2; Bayers Clustered Dot

function [HOD]=Bayers(im,met)
im=im2double(im);
[s1 s2]=size(im);

if (met==1)
%Bayers Dispersed Dot

DA=[00 48 12 60 03 51 15 63;
32 16 44 28 35 19 47 31;
08 56 04 52 11 59 07 55;
40 24 36 20 43 27 39 23;
02 50 14 62 01 49 13 61;
34 18 46 30 33 17 45 29;
10 58 06 54 09 57 05 53;
42 26 38 22 41 25 37 21]/64;

else
%Bayers Clustered Dot

DA=[24 10 12 26 35 47 49 37;
08 00 02 14 45 59 61 51;
22 06 04 16 43 57 63 53;
30 20 18 28 33 41 55 39;
34 46 48 36 25 11 13 27;
44 58 60 50 09 01 03 15;
42 56 62 52 23 07 05 17;
32 40 54 38 31 21 19 29;]/64;

end

mask=repmat(DA,s1/8,s2/8);
H=zeros(s1,s2);
HOD=im>mask;

end

Original Image

Clustered Dot Output

Dispersed Dot Output

Comments

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Image Processing (Digital Halftoning, Compression, ML & DL Models)

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