LBP is a simple and grayscale invariant texture descriptor measure for classification.
MATLAB provides a function “extractLBPFeatures” to find the LBP features without coding it explicitly. We can obtain the LBP features a follows.
features = extractLBPFeatures(I)
where I is the input image.
Another function will be "graycomatrix" which also allow you to extract the texture features. It creates a gray-level co-occurrence matrix (GLCM) from image.
For more information on the “extractLBPFeatures” function and examples associated with it, please refer to the following link.
For more information on "graycomatrix", please refer to the below link.
Hope you find this information helpful.
