[ITK-users] SimpleITK for Java Image Fusion and Co-registration?
Dženan Zukić
dzenanz at gmail.com
Thu Oct 6 10:28:22 EDT 2016
Hi Ivan,
the optimizers in ITK minimize the metric, and since mutual information
needs to be "bigger" it is prefixed by a minus so that optimizers try to
increase its absolute value.
Regards,
Dženan
On Wed, Oct 5, 2016 at 8:34 AM, ivan <ivan.granata.na at gmail.com> wrote:
> with my example where i use
>
>
> R.setMetricAsMattesMutualInformation(numberOfBins);
>
> double LearningRate = 8.0;
> double minStep = 0.001;
> long numberOfIterations = 100;
> double relaxationFactor = 0.5;
> double gradientMagnitudeTolerance = 1e-006;
>
> R.setOptimizerAsRegularStepGradientDescent
>
>
>
> i receive a txt file and this video output
>
> 0 = -0,15630 : [0,746321, -7,955376]
> 1 = -0,17854 : [1,437118, -15,910358]
> 2 = -0,19452 : [1,031387, -23,317717]
> 3 = -0,20341 : [3,410042, -21,038059]
> 4 = -0,19856 : [1,526970, -21,439759]
> 5 = -0,20108 : [0,143113, -22,783732]
> 6 = -0,20340 : [1,089391, -22,619125]
> 7 = -0,20366 : [1,647981, -21,912288]
> 8 = -0,20073 : [1,184824, -22,085392]
> 9 = -0,20140 : [0,993548, -22,508374]
> 10 = -0,20281 : [1,192105, -22,356475]
> 11 = -0,20253 : [1,117475, -22,167086]
> 12 = -0,20169 : [1,075827, -22,241268]
> 13 = -0,20225 : [1,126952, -22,206076]
> 14 = -0,20222 : [1,122912, -22,147089]
> 15 = -0,20209 : [1,108291, -22,166964]
> 16 = -0,20222 : [1,118988, -22,159212]
> 17 = -0,20224 : [1,125776, -22,145295]
> 18 = -0,20224 : [1,118157, -22,146866]
> 19 = -0,20226 : [1,119790, -22,149387]
> -------
> itk::simple::Transform
> TranslationTransform (0000000019CD54D0)
> RTTI typeinfo: class itk::TranslationTransform<double,3>
> Reference Count: 3
> Modified Time: 2659
> Debug: Off
> Object Name:
> Observers:
> none
> Offset: [1.11979, -22.1494, 4.96231]
>
> Optimizer stop condition: RegularStepGradientDescentOptimizerv4: Gradient
> magnitude tolerance met after 20 iterations. Gradient magnitude (9.89e-007)
> is less than gradient magnitude tolerance (1e-006).
> Iteration: 21
> Metric value: -0,202264
>
>
>
>
> --
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> com/ITK-users-SimpleITK-for-Java-Image-Fusion-and-Co-
> registration-tp37600p37640.html
> Sent from the ITK - Users mailing list archive at Nabble.com.
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