Describing Texture Directions with Von Mises Distributions
Abstract: In this work we describe a new approach for texture characterization. Starting from the autocorrelation matrix an elegant description through a mixture of Von Mises distributions is proposed. A compact 6 valued descriptor is produced for each block and served as input to an SVM classifier. Tests are carried out on high resolution illuminated manuscripts images.
Citation:Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Describing Texture Directions with Von Mises Distributions" Proceedings of the 19th International Conference on Pattern Recognition, Tampa, Florida, USA, pp. 1 -4 , Dec 8-11, 2008