Image Quantization in GLCM

Image quantization is an important step for feature extraction through GLCM. Although there are many questions related to this but there is no proper answer for Quantization problem in MATLAB.
I am using this code:
i= imread('image');
g=rgb2gray(i);
levels=multithresh(g,7);
A=imquantize(g, levels);
B = uint8(A);
glcm=graycomatrix(B, 'offset', [-1 0]);
stats = graycoprops(glcm);

4 件のコメント

KALYAN ACHARJYA
KALYAN ACHARJYA 2021 年 2 月 17 日
Sir, more specific question?
Junaid Dar Dar
Junaid Dar Dar 2021 年 2 月 17 日
When I use Quantized image (B) in code like "glcm=graycomatrix(B,'offset', [-1 0]". It does not give solution.
But when I use Grayscale image (g) in code it give some solution, but it is not good approach.
KALYAN ACHARJYA
KALYAN ACHARJYA 2021 年 2 月 17 日
編集済み: KALYAN ACHARJYA 2021 年 2 月 17 日
"code it give some solution?
Can you share the objective?
B have only 8 levels, whereas g have 256 levels.
Junaid Dar Dar
Junaid Dar Dar 2021 年 2 月 17 日
My objective is to get statistical features of an image using GLCM. But as you may know, for this purpose we have to quantize image to 4 or 8 graysclae so that we can use it in GLCM. But when I quantize my image 'g' to 'B' and use it in graycomatrix, it doesnot give solution.

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