Texture classification is a process of distinguishing or classifying different textures into separate classes. Finding an efficient texture descriptor is a vital step for performing accurate texture classification. The research area of texture classification is widely investigated in several computer vision and pattern recognition problems. In this paper, texture descriptors applied for the texture classification in the literature are summarized. A general framework for texture classification and significance of texture descriptors are also presented in this paper.