Exemplo n.º 1
0
        static void Main(string[] args)
        {
            if (args.Length < 3)
            {
                Console.WriteLine("Usage: %s <fixedImageFilter> <movingImageFile> <outputTransformFile>\n", "ImageRegistrationMethod2");
                return;
            }

            ImageFileReader reader = new ImageFileReader();

            reader.SetOutputPixelType(PixelIDValueEnum.sitkFloat32);

            reader.SetFileName(args[0]);
            Image fixedImage = reader.Execute();

            fixedImage = SimpleITK.Normalize(fixedImage);
            SimpleITK.DiscreteGaussian(fixedImage, 2.0);

            reader.SetFileName(args[1]);
            Image movingImage = reader.Execute();

            movingImage = SimpleITK.Normalize(movingImage);
            movingImage = SimpleITK.DiscreteGaussian(movingImage, 2.0);

            ImageRegistrationMethod R = new ImageRegistrationMethod();

            R.SetMetricAsJointHistogramMutualInformation();

            double learningRate            = 1;
            uint   numberOfIterations      = 200;
            double convergenceMinimumValue = 1e-4;
            uint   convergenceWindowSize   = 5;

            R.SetOptimizerAsGradientDescentLineSearch(learningRate,
                                                      numberOfIterations,
                                                      convergenceMinimumValue,
                                                      convergenceWindowSize);

            R.SetInitialTransform(new TranslationTransform(fixedImage.GetDimension()));
            R.SetInterpolator(InterpolatorEnum.sitkLinear);

            IterationUpdate cmd = new IterationUpdate(R);

            R.AddCommand(EventEnum.sitkIterationEvent, cmd);

            Transform outTx = R.Execute(fixedImage, movingImage);

            outTx.WriteTransform(args[2]);
        }