public MSPointSet3D SubPointSetExtract(RegionSize SR)
{
MSPointSet3D tempPointSet = new MSPointSet3D();
//foreach (MSPoint3D D in MyCurrentPointSet3D.)
for (int i = 0; i < RawDataPointSet3D.Count; i++)
{
if (RawDataPointSet3D._x[i] >= SR.LeftBound && RawDataPointSet3D._x[i] <= SR.RightBound && RawDataPointSet3D._y[i] <= SR.TopBound && RawDataPointSet3D._y[i] >= SR.BottomBound)
{
tempPointSet.Add(RawDataPointSet3D._x[i], RawDataPointSet3D._y[i], RawDataPointSet3D.Z(i));
}
}
return(tempPointSet);
}
public MSPointSet3D BSpline3DofPepImage(MSPointSet3D mspointset, RegionSize PaintRegion)
{
MSPointSet3D interpolatedPointSet3D = new MSPointSet3D();
RegionSize pointSetRegion = new RegionSize(mspointset.MinX, mspointset.MaxX, mspointset.MaxY, mspointset.MinY);
if (pointSetRegion.Width * pointSetRegion.Height * PaintRegion.Width * PaintRegion.Height == 0)
{
return mspointset;
}
float[,] Data;
Data = MSpointSet3DToArray(mspointset, PaintRegion);
for (int i = 0; i < (int)PaintRegion.Width + 1; i++)
{
MSPointSet pointset2D = new MSPointSet();
float MaxIntensity = -1;
bool empty = true;
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] != -1)
{
empty = false;
if (Data[i, j] > MaxIntensity)
{
MaxIntensity = Data[i, j];
}
}
}
if (empty == false)
{
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] == -1)
{
Data[i, j] = 0;
}
}
}
}
for (int i = 0; i < (int)PaintRegion.Height + 1; i++)
{
MSPointSet pointset2D = new MSPointSet();
float MaxIntensity = 0;
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] > MaxIntensity)
{
MaxIntensity = Data[j, i];
}
}
if (MaxIntensity > 0/*mspointset.MaxZ/1*/)
{
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] != -1)
{
pointset2D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, j), Data[j, i]);
}
}
pointset2D = BSpline2D(pointset2D, pointSetRegion, PaintRegion, "horizontal");
for (int x = 0; x < pointset2D.Count; x++)
{
if (Data[(int)Math.Round((CoordinateTrans.TimeToX(pointSetRegion, PaintRegion, pointset2D.X(x)))), i] == -1)
{
Data[(int)Math.Round((CoordinateTrans.TimeToX(pointSetRegion, PaintRegion, pointset2D.X(x)))), i] = pointset2D.Y(x);
}
}
}
else
{
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] == -1)
{
Data[j, i] = 0;
}
}
}
}
Data = NoiseFiltering(Data, (int)PaintRegion.Height + 1, (int)PaintRegion.Width + 1);
for (int i = 0; i < (int)PaintRegion.Width + 1; i++)
{
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] != -1)
{
interpolatedPointSet3D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, i), CoordinateTrans.YToMass(PaintRegion, pointSetRegion, j), Data[i, j]);
}
else
{
interpolatedPointSet3D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, i), CoordinateTrans.YToMass(PaintRegion, pointSetRegion, j), 0);
}
}
}
return interpolatedPointSet3D;
}
public MSPointSet3D SubPointSetExtract(RegionSize SR)
{
MSPointSet3D tempPointSet = new MSPointSet3D();
//foreach (MSPoint3D D in MyCurrentPointSet3D.)
for (int i = 0; i < RawDataPointSet3D.Count; i++)
{
if (RawDataPointSet3D._x[i] >= SR.LeftBound && RawDataPointSet3D._x[i] <= SR.RightBound && RawDataPointSet3D._y[i] <= SR.TopBound && RawDataPointSet3D._y[i] >= SR.BottomBound)
{
tempPointSet.Add(RawDataPointSet3D._x[i], RawDataPointSet3D._y[i], RawDataPointSet3D.Z(i));
}
}
return tempPointSet;
}
public MSPointSet3D BSpline3DofPepImage(MSPointSet3D mspointset, RegionSize PaintRegion)
{
MSPointSet3D interpolatedPointSet3D = new MSPointSet3D();
RegionSize pointSetRegion = new RegionSize(mspointset.MinX, mspointset.MaxX, mspointset.MaxY, mspointset.MinY);
if (pointSetRegion.Width * pointSetRegion.Height * PaintRegion.Width * PaintRegion.Height == 0)
{
return(mspointset);
}
float[,] Data;
Data = MSpointSet3DToArray(mspointset, PaintRegion);
for (int i = 0; i < (int)PaintRegion.Width + 1; i++)
{
MSPointSet pointset2D = new MSPointSet();
float MaxIntensity = -1;
bool empty = true;
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] != -1)
{
empty = false;
if (Data[i, j] > MaxIntensity)
{
MaxIntensity = Data[i, j];
}
}
}
if (empty == false)
{
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] == -1)
{
Data[i, j] = 0;
}
}
}
}
for (int i = 0; i < (int)PaintRegion.Height + 1; i++)
{
MSPointSet pointset2D = new MSPointSet();
float MaxIntensity = 0;
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] > MaxIntensity)
{
MaxIntensity = Data[j, i];
}
}
if (MaxIntensity > 0 /*mspointset.MaxZ/1*/)
{
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] != -1)
{
pointset2D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, j), Data[j, i]);
}
}
pointset2D = BSpline2D(pointset2D, pointSetRegion, PaintRegion, "horizontal");
for (int x = 0; x < pointset2D.Count; x++)
{
if (Data[(int)Math.Round((CoordinateTrans.TimeToX(pointSetRegion, PaintRegion, pointset2D.X(x)))), i] == -1)
{
Data[(int)Math.Round((CoordinateTrans.TimeToX(pointSetRegion, PaintRegion, pointset2D.X(x)))), i] = pointset2D.Y(x);
}
}
}
else
{
for (int j = 0; j < (int)PaintRegion.Width + 1; j++)
{
if (Data[j, i] == -1)
{
Data[j, i] = 0;
}
}
}
}
Data = NoiseFiltering(Data, (int)PaintRegion.Height + 1, (int)PaintRegion.Width + 1);
for (int i = 0; i < (int)PaintRegion.Width + 1; i++)
{
for (int j = 0; j < (int)PaintRegion.Height + 1; j++)
{
if (Data[i, j] != -1)
{
interpolatedPointSet3D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, i), CoordinateTrans.YToMass(PaintRegion, pointSetRegion, j), Data[i, j]);
}
else
{
interpolatedPointSet3D.Add(CoordinateTrans.XToTime(PaintRegion, pointSetRegion, i), CoordinateTrans.YToMass(PaintRegion, pointSetRegion, j), 0);
}
}
}
return(interpolatedPointSet3D);
}
