Statistical Methods for Extracting Image Texture Descriptors

Statistical methods for extracting image texture descriptors, with special focus on Co-occurrence matrices and Energy filters (Laws filters). These well-established texture descriptors are computationally efficient, straightforward to implement, and yield reliable results for image analysis applications. Implementation typically involves calculating spatial relationships between pixels and applying convolutional filters to capture texture energy patterns.