[Insight-users] a question about itkImagePCAShapeModelEstimator
yang.xu
yang.xu at siat.ac.cn
Tue Dec 23 03:53:40 EST 2008
Hi Luis
Thanks for your instant reply for my problem. I think maybe the resulting principal component is correct so
I just follow my plan to do liver segmentation. However I have met another problem recently. The final segmentation
result is incorrect. Generally speaking, the result is not like a liver(http://www.siat.ac.cn/~jiafucang/ssmdata/ result02.mhd). I just modified the example(Insight\Examples\Segmentation\GeodesicActiveContourShapePriorLevelSetImageFilter.cxx)
to 3D condition. The modified code is in bold. I think maybe the parameter that I input to the filter is not appropriate but I don't quite understand the influence of these parameters to the final result. Can you give me some advices about the values of these parameters?(Now initial radius is $6$ ,propagation and shape prior scaling are respectively set to $0.5$ and $0.02$ and the final result is not correct.)
.....
ReciprocalFilterType::Pointer reciprocal = ReciprocalFilterType::New();
const double propagationScaling = atof (argv[14]);
const double shapePriorScaling = atof (argv[15]);
geodesicActiveContour->SetPropagationScaling(propagationScaling);
geodesicActiveContour->SetShapePriorScaling( shapePriorScaling);
geodesicActiveContour->SetCurvatureScaling(1.0);
geodesicActiveContour->SetAdvectionScaling(1.0);
geodesicActiveContour->SetMaximumRMSError(0.005);
geodesicActiveContour->SetNumberOfIterations(1600);
geodesicActiveContour->SetNumberOfLayers(4);
........
// CurvatureAnisotropicDiffusionImageFilter parameter
smoothing->SetTimeStep(0.0625);
smoothing->SetNumberOfIterations( 5);
smoothing->SetConductanceParameter( 3.0);
.....
//Euler
typedef itk::Euler3DTransform<double> TransformType;
TransformType::Pointer transform = TransformType::New();
shape->SetTransform( transform);
.............
Thanks for your attention!
Best wishes.
Anthony Xu
2008-12-23
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