public void Smooth()
{
const float elevation = 10.0f;
const double oneNinth = 1d / 9d;
var source = DataSmoothingTestUtilities.ConstructSingleSubGridElevationSubGridTreeAtOrigin(elevation);
var sourceSubGrid = source.LocateSubGridContaining(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.SubGridTreeLevels) as GenericLeafSubGrid <float>;
sourceSubGrid.Should().NotBeNull();
var tools = new ConvolutionTools <float>();
var accum = new ConvolutionAccumulator_Float(CellPassConsts.NullHeight, ConvolutionMaskSize.Mask3X3);
var filter = new double[3, 3] {
{
oneNinth, oneNinth, oneNinth
},
{
oneNinth, oneNinth, oneNinth
},
{
oneNinth, oneNinth, oneNinth
}
};
var smoother = new TreeDataSmoother <float>(tools, ConvolutionMaskSize.Mask3X3, accum,
(accum, size) => new FilterConvolver <float>(accum, filter, NullInfillMode.NoInfill));
var result = smoother.Smooth(source);
var resultSubGrid = result.LocateSubGridContaining(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.SubGridTreeLevels) as GenericLeafSubGrid <float>;
resultSubGrid.Should().NotBeNull();
resultSubGrid.Items.Should().BeEquivalentTo(sourceSubGrid.Items);
}
public void SingleSubGrid_AtOrigin(ConvolutionMaskSize contextSize)
{
const float ELEVATION = 10.0f;
var tree = DataSmoothingTestUtilities.ConstructSingleSubGridElevationSubGridTreeAtOrigin(ELEVATION);
var subGrid = tree.LocateSubGridContaining(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.SubGridTreeLevels) as GenericLeafSubGrid <float>;
subGrid.Should().NotBeNull();
var result = DataSmoothingTestUtilities.ConstructElevationSubGrid(CellPassConsts.NullHeight);
result.Should().NotBeNull();
var accumulator = new ConvolutionAccumulator_Float(CellPassConsts.NullHeight, contextSize);
var filter = new MeanFilter <float>(accumulator, contextSize, NullInfillMode.NoInfill);
var smoother = new ConvolutionTools <float>();
smoother.Convolve(subGrid, result, filter);
// All cell values should remain mostly unchanged due to non-null values around perimeter of subgrid in smoothing context
// Check all acquired values in the single subgrid are the same elevation, except for the perimeter values which
// will be 2/3 * Elevation due to null values. Some corner vales will have 0.44444 * ElEVATION for same reason
SubGridUtilities.SubGridDimensionalIterator((x, y) =>
{
var ok = Math.Abs(result.Items[x, y] = ELEVATION) < 0.0001 ||
Math.Abs(result.Items[x, y] = (2 / 3) * ELEVATION) < 0.0001 ||
Math.Abs(result.Items[x, y] = 0.44444f * ELEVATION) < 0.0001;
ok.Should().BeTrue();
});
}
private GenericSubGridTree <float, GenericLeafSubGrid_Float> ConstructSingleSubGridElevationSubGridTreeAtOrigin(float elevation)
{
var tree = new GenericSubGridTree <float, GenericLeafSubGrid_Float>();
var subGrid = tree.ConstructPathToCell(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset,
SubGridPathConstructionType.CreateLeaf) as GenericLeafSubGrid <float>;
DataSmoothingTestUtilities.ConstructElevationSubGrid(subGrid, elevation);
return(tree);
}
public void Smooth()
{
const float elevation = 10.0f;
var source = DataSmoothingTestUtilities.ConstructSingleSubGridElevationSubGridTreeAtOrigin(elevation);
var sourceSubGrid = source.LocateSubGridContaining(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.SubGridTreeLevels) as GenericLeafSubGrid<float>;
sourceSubGrid.Should().NotBeNull();
var tools = new ConvolutionTools<float>();
var smoother = new ElevationTreeSmoother(tools, ConvolutionMaskSize.Mask3X3, NullInfillMode.NoInfill);
var result = smoother.Smooth(source);
var resultSubGrid = result.LocateSubGridContaining(SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.DefaultIndexOriginOffset, SubGridTreeConsts.SubGridTreeLevels) as GenericLeafSubGrid<float>;
resultSubGrid.Should().NotBeNull();
resultSubGrid.Items.Should().BeEquivalentTo(sourceSubGrid.Items);
}