Title :
Application of electrostatic field in snakes for medical image segmentation
Author :
Hongyu, Lu ; Shanglian, Bao ; Donglin, Zu
Author_Institution :
Sch. of Phys., Peking Univ., Beijing, China
fDate :
31 Aug.-4 Sept. 2004
Abstract :
The electrostatic field is an attractive external force model for snakes (active contour). In this paper, a novel approach is proposed to solve the infinite problem induced by using the formula of the electric field intensity. By constructing a template plane above the original image plane, the electrostatic field computed on this template is used for the external force. The favorite features of this vector field are studied. The experiments show that this model is capable of segmenting medical images having high noise and large gaps.
Keywords :
bioelectric phenomena; electric fields; image segmentation; medical image processing; active contour; attractive external force model; electric field intensity; electrostatic field; image plane; infinite problem; medical image segmentation; template plane; Biomedical imaging; Deformable models; Elasticity; Electrostatics; Image segmentation; Integrated circuit modeling; Noise shaping; Physics; Pixel; Shape;
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
DOI :
10.1109/ICOSP.2004.1452782