Hi, I want ask you why the size of graycomatrix 8 x 8 ? that size default 8 x 8 or how ?
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Oman Wisni
il 16 Ott 2018
Risposto: sam alsalihy
il 16 Mag 2020
sir I example matrix gray = [0 1 2 2; 1 1 2 1; 1 0 2 0;]; but after I m=graycomatrix(gray); the result like this :
m =
0 0 0 0 0 0 0 2
0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0
2 0 0 0 0 0 0 5
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Walter Roberson
il 16 Ott 2018
It is because NumLevels defaults to 8
"Number of gray levels, specified as an integer. For example, if NumLevels is 8, graycomatrix scales the values in I so they are integers between 1 and 8. The number of gray-levels determines the size of the gray-level co-occurrence matrix (glcm)."
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sam alsalihy
il 16 Mag 2020
it is by defalt the output scale to 8. It ismean that the value of input image will be converted from its range to the range between 0-8 then calculate the glcm matrix
for example if you set image pp=[1 2 5 4 7;5 4 2 5 3; 1 2 3 4 2;2 2 2 3 1 ]
and [GLCMS,SI] = graycomatrix(pp,'NumLevels',7,'G',[]) so the NumLevels=7 it s in the same range ofthe pp image thus will convert matrix SI
1 2 5 4 7
5 4 2 5 3
1 2 3 4 2
2 2 2 3 1
it mean same orginal image. but for example the NumLevels=10 it will convert to range 1-10, thus the SI matrix will be
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sam alsalihy
il 16 Mag 2020
as the following
1 2 7 6 10
7 6 2 7 4
1 2 4 6 2
2 2 2 4 1
then the glcm matrix calculated from SI
1 2 3 4 5 6 7 8 9 10
1: 0 2 0 0 0 0 0 0 0 0
2: 0 2 0 2 0 0 2 0 0 0
3: 0 0 0 0 0 0 0 0 0 0
4: 1 0 0 0 0 1 0 0 0 0
5: 0 0 0 0 0 0 0 0 0 0
6: 0 2 0 0 0 0 0 0 0 1
7: 0 0 0 1 0 2 0 0 0 0
8: 0 0 0 0 0 0 0 0 0 0
9: 0 0 0 0 0 0 0 0 0 0
10: 0 0 0 0 0 0 0 0 0 0
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