Main Page   Groups   Namespace List   Class Hierarchy   Alphabetical List   Compound List   File List   Namespace Members   Compound Members   File Members   Concepts
Classes | Namespaces

itkRGBGibbsPriorFilter.h File Reference

Go to the source code of this file.

Classes

class  itk::RGBGibbsPriorFilter< TInputImage, TClassifiedImage >
 RGBGibbsPriorFilter applies Gibbs Prior model for the segmentation of MRF images. The core of the method is based on the minimization of a Gibbsian energy function. This energy function f can be divided into three part: f = f_1 + f_2 + f_3; f_1 is related to the object homogeneity, f_2 is related to the boundary smoothness, f_3 is related to the constraint of the observation (or the noise model). The two force components f_1 and f_3 are minimized by the GradientEnergy method while f_2 is minized by the GibbsTotalEnergy method. More...

Namespaces

namespace  itk

Generated at Mon Jul 12 2010 20:21:00 for ITK by doxygen 1.7.1 written by Dimitri van Heesch, © 1997-2000