Title :
Image segmentation via multiresolution diffused expectation-maximisation
Author :
Boccignone, Giuseppe ; Caggiano, Vittorio ; Napoletano, Paolo ; Ferraro, Mario
Author_Institution :
Natural Comput. Lab, Salerno Univ., Italy
Abstract :
Multiresolution diffused expectation maximisation performs segmentation on vector (e.g. color) images within a multiscale framework; segmentation is carried out via the expectation maximisation algorithm, coupled with anisotropic diffusion on classes, in order to account for the spatial dependencies among pixels.
Keywords :
expectation-maximisation algorithm; image resolution; image segmentation; anisotropic diffusion; image segmentation; multiresolution diffused expectation-maximisation; Anisotropic magnetoresistance; Image color analysis; Image resolution; Image segmentation; MPEG 4 Standard; MPEG 7 Standard; Partitioning algorithms; Pixel; Probability distribution; Spatial resolution;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1529744
