Title :
Image segmentation based on M-S energy
Author :
Yan, Tian ; Zhenghua, Wang ; Hongbo, Xu ; Jian, Liu
Author_Institution :
Inst. for Pattern Recognition & Artificial Intelligence, HuaZhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Image segmentation is a fundamental problem in the fields of image processing and computer vision with numerous applications. In this paper, an integral equation model applied in image segmentation is addressed. We discuss the links between Mumford-Shah´s (M-S energy) and image segmentation. We develop a feasible algorithm for the variational problem in dimension one and then extend it to dimension two (image). A few experimental results in dimension one and two are displayed.
Keywords :
computer vision; image segmentation; integral equations; variational techniques; M-S energy; Mumford-Shah energy; computer vision; image processing; image segmentation; integral equation model; variational problem; Application software; Artificial intelligence; Computer vision; Image processing; Image segmentation; Integral equations; Intelligent control; Pattern recognition; Q measurement; Target recognition;
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
DOI :
10.1109/ICOSP.2002.1181189
