Title :
Anisotropic contour completion
Author :
Gil, Debora ; Radeva, Petia ; Vilarino, Fernando
Author_Institution :
Comput. Vision Center, Barcelona, Spain
Abstract :
In this paper we introduce a novel application of the diffusion tensor for anisotropic image processing. The anisotropic contour completion (ACC) we suggest consists in extending the characteristic function of the open curve by means of a degenerated diffusion tensor that prevents any diffusion in the normal direction. We show that ACC is equivalent to a dilation with a continuous elliptic structural element that takes into account the local orientation of the contours to be closed. Experiments on contours extracted from real images show that ACC produces shapes able to adapt to any curve in an active contour framework.
Keywords :
image segmentation; tensors; active contour framework; anisotropic contour completion; anisotropic image processing; continuous elliptic structural element; contour extraction; degenerated diffusion tensor; dilation; local contour orientation; open curve characteristic function; Active contours; Anisotropic magnetoresistance; Application software; Computer vision; Equations; Gas insulated transmission lines; Image processing; Image segmentation; Shape; Tensile stress;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247101