protected override void ApplyFilter()
{
// get source image size
int width = _sourceData[0].GetLength(0),
height = _sourceData[0].GetLength(1);
int channels = _sourceData.Length;
// Estimate a good filter size for the gaussian.
// Note that gaussian isn't an ideal bandpass filter
// so this is an experimentally determined quantity
double std = (width / _newWidth) * 0.50;
for (int i = 0; i < channels; i++)
{
GrayImage channel = new GrayImage(_sourceData[i]);
channel = Convolution.Instance.GaussianConv(channel, std);
_sourceData[i] = channel.ToByteArray2D();
}
// number of pixels to shift in the original image
double xStep = (double)width / _newWidth,
yStep = (double)height / _newHeight;
NNResize resizer = new NNResize();
_destinationData = resizer.Apply(_sourceData, _newWidth, _newHeight);
}
public override void ApplyFilter()
{
int length = _sourceData[0].GetLength(0);
int num = _sourceData.Length;
double std = (double)(length / _newWidth) * 0.5;
for (int i = 0; i < num; i++)
{
GrayImage data = new GrayImage(_sourceData[i]);
data = Convolution.Instance.GaussianConv(data, std);
_sourceData[i] = data.ToByteArray2D();
}
NNResize nNResize = new NNResize();
_destinationData = nNResize.Apply(_sourceData, _newWidth, _newHeight);
}