glcm

What are the key features extracted from GLCM?

Several features can be derived from the GLCM to describe the textures in histological images. Some of the key features include:
- Contrast: Measures the intensity contrast between a pixel and its neighbor over the entire image.
- Correlation: Provides a measure of how correlated a pixel is to its neighbor over the entire image.
- Energy: Also known as uniformity or the angular second moment, measures the sum of squared elements in the GLCM.
- Homogeneity: Measures the closeness of the distribution of elements in the GLCM to the GLCM diagonal.

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