Title :
Level-set based geometric colour snake with region support
Author :
Xie, Xianghua ; Mirmehdi, Majid
Author_Institution :
Dept. of Comput. Sci., Bristol Univ., UK
Abstract :
A novel method is introduced to force a geometric-based snake be more tolerant towards weak edges and noise in images. The method integrates gradient flow forces with region constraints obtained from diffused region segmentation forces. The diffusion is obtained from the region map vector flow field. This extra region force gives the snake a global view of the boundary information within the image. We present results on both graylevel and colour images.
Keywords :
gradient methods; image colour analysis; image segmentation; colour images; geometric colour snake; gradient flow forces; graylevel images; image segmentation; region map vector flow field; Active contours; Colored noise; Computer science; Image edge detection; Image segmentation; Level set; Object detection; Shape; Tracking; Vectors;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246639