Fuzzy pattern spectrum as a texture descriptor

The authors introduce a novel descriptor for texture classification, namely the fuzzy pattern spectrum (FPS). Essentially, the FPS is a novel extension of the traditional morphological pattern spectrum, the significant advantage being its effectiveness in quantifying spatial uncertainty in images. A texture classification experiment is discussed to show the usefulness of the FPS wherein a classification accuracy of 94% is achieved.Department of Electronic and Information Engineerin