Title :
Segmentation-free skeletonization of gray-scale images via PDEs
Author :
Chung, Do Hyua ; Sapiro, Guillenno
Author_Institution :
Dept. of Electr. & Copmput. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
A simple approach to compute the skeletons of gray-scale images using partial differential equations is presented. The proposed scheme works directly on the gray-scale images, without the necessity of pre-segmentation (binarization), or the addition of shock capturing schemes. This is accomplished by deforming the given image according to a family of modified continuous-scale erosion/dilation equations. With the scheme here proposed, the skeleton of multiple objects can be simultaneously computed. Examples on synthetic and real images are provided.
Keywords :
image thinning; mathematical morphology; mathematical operators; partial differential equations; PDE; continuous-scale mathematical morphology; gray-scale images; image deforming; modified continuous-scale erosion/dilation equations; morphological operations; partial differential equations; real images; segmentation-free skeletonization; shock capturing schemes; synthetic images; Electric shock; Gray-scale; Image segmentation; Layout; Morphological operations; Morphology; Partial differential equations; Partitioning algorithms; Shape; Skeleton;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899868