Title :
Texture segmentation with diffusions on arbitrary graphs
Author :
Dong, X. ; Pollak, I.
Author_Institution :
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN
Abstract :
We propose a novel multiscale segmentation algorithm based on an extension of stabilized inverse diffusion equations (I. Pollak et al., 2000). The new algorithm is capable of processing vector-valued images defined on arbitrary graphs. We illustrate it through segmenting texture mosaics and natural images
Keywords :
graph theory; image segmentation; image texture; arbitrary graphs; multiscale segmentation algorithm; texture mosaics; texture segmentation; vector-valued images; Color; Engineering profession; Equations; Feature extraction; Gray-scale; Image restoration; Image segmentation; Joining processes; Merging; Signal restoration;
Conference_Titel :
Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on
Conference_Location :
Novosibirsk
Print_ISBN :
0-7803-9403-8
DOI :
10.1109/SSP.2005.1628698
