1. Multi-Scale Hessian-Based Measure參數設定
Wei –Lu Lin

2. Outline MultiScaleHessianBasedMeasureImageFilter
HessianToObjectnessMeasureImageFilter
Example( Vessels case :IM065.dcm)

3. Itk:: MultiScaleHessianBasedMeasureImageFilter
A filter to enhance structures using Hessian eigensystem-based measures in a multiscale framework
SetSigmaMinimum
Set/Get macros for SigmaMin
SetSigmaMaximum
Set/Get macros for SigmaMax
SetNumberOfSigmaSteps
Set/Get macros for Number of Scales

4. Itk::HessianToObjectnessMeasureImageFilter
A filter to enhance M-dimensional objects in N-dimensional images
SetAlpha
SetBeta
SetGamma

5. Itk::HessianToObjectnessMeasureImageFilter
SetAlpha
Set/Get Alpha, the weight corresponding to R_A (the ratio of the smallest eigenvalue that has to be large to the larger ones). Smaller values lead to increased sensitivity to the object dimensionality

6. Itk::HessianToObjectnessMeasureImageFilter
SetBeta
Set/Get Beta, the weight corresponding to R_B (the ratio of the largest eigenvalue that has to be small to the larger ones). Smaller values lead to increased sensitivity to the object dimensionality

7. Itk::HessianToObjectnessMeasureImageFilter
SetGamma
Set/Get Gamma, the weight corresponding to S (the Frobenius norm of the Hessian matrix, or second-order structureness)

8. Example sigmaMinimum = 2.0 sigmaMaximum = 3.0 numberOfSigmaSteps = 1
Alpha = 0.5
Beta = 0.5
Gamma = 5.0
Vessel case :IM065.dcm

9. Example Tune the sigmaMinimum and sigmaMaximum sigmaMinimum = 2.0

10. Example Tune the numberOfSigmaSteps numberOfSigmaSteps = 1

11. Example
Tune the Alpha
Alpha = 0.5
Alpha = 10.0

12. Example
Tune the Beta
Beta = 0.5
Beta = 10.0

13. Example
Tune the Gamma
Gamma = 5.0
Gamma = 2.0