Title :
Stabilized inverse diffusion equations and segmentation of vector-valued images
Author :
Pollak, Ilya ; Krim, Hamid ; Willsky, Alan S.
Author_Institution :
Lab. for Inf. & Decision Syst., MIT, Cambridge, MA, USA
Abstract :
We further investigate and generalize the stabilized inverse diffusion equations (SIDEs), which were introduced and analyzed by Pollak, Willsky and Krim (see Technical Report LIDSP-2368, Laboratory for Information and Decision Systems, MIT, 1996, and Scale-Space Theory in Computer Vision, Springer, 1997). We demonstrate their robustness and applicability to the segmentation of color images
Keywords :
image colour analysis; image segmentation; numerical stability; partial differential equations; color image segmentation; generalized equations; partial differential equations; stabilized inverse diffusion equations; vector-valued images; Color; Computer vision; Equations; Filtering; Image processing; Image resolution; Image segmentation; Information analysis; Laboratories; Noise figure; Noise robustness; Nonlinear equations; Robustness; Writing;
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
DOI :
10.1109/ICIP.1998.727192
