Local Binary Patterns (LBP) is a powerful texture descriptor used in computer vision for classification tasks, leveraging the spatial structure of local image textures. By comparing each pixel to its neighbors and encoding the results into binary patterns, LBP provides a compact and efficient representation of texture information.