Texture is a commonly used feature in the analysis and interpretation of images. Texture is characterized by a set of statistical properties of pixel intensities. Texture features are calculated using a variety of statistical, structural and spectral techniques including co-occurrence matrices, fractal dimensions and multiresolution techniques such as wavelet and curvelet. Multiresolution allows a preservation of an image according to a certain levels of resolution. It allows as well a zooming in and out on the underlying texture structure. Therefore, the texture extraction is not affected by the size of the pixel neighborhood.