Title :
An Image Segmentation Algorithm Based on Level Set Using Discontinue PDE
Author :
Xiao, Jinsheng ; Yi, Benshun ; Xu, Lingling ; Xie, Honggang
Author_Institution :
Sch. of Electron. Inf., Wuhan Univ., Wuhan
Abstract :
It present a nonlinear discontinue partial differential equation (PDE) that models a class of morphological image filters, the level set method for gray image processing. We discuss theoretical aspects of this PDE. The switch signal is controlled by the discontinue right hand of PDE. We propose a discrete algorithm for its numerical solution and corresponding filter implementation. It provides insights via several experiments. These types of filters are very useful in numerous image analyses.
Keywords :
filtering theory; image segmentation; nonlinear differential equations; partial differential equations; discrete algorithm; gray image processing; image segmentation algorithm; level set method; morphological image filters; nonlinear discontinue partial differential equation; Filtering; Filters; Image edge detection; Image reconstruction; Image segmentation; Intelligent networks; Level set; Partial differential equations; Protection; Smoothing methods; discontinue PDE; image processing; image segmentation; level set;
Conference_Titel :
Intelligent Networks and Intelligent Systems, 2008. ICINIS '08. First International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3391-9
Electronic_ISBN :
978-0-7695-3391-9
DOI :
10.1109/ICINIS.2008.126