I guess I am messing up something here. I am trying to perform an FFT on an image,
Which is a simple image and do some padding to turn it into a 16x16 image. First the image is resized to 12x12 and then take log(img+1) amd then pad it to make it 16x16. its originally a 11x11 jpg. Checking the outputs I am sure that the padding is correct but why am I getting these huge (or very tiny on a minus) values after the FFT?cv::dft(inputImage[0],splittedImage[0],cv::DFT_COMPLEX_OUTPUT);
Showing only the first row of real and imaginary outputs for first channel. This happens on all channels.
16 16 2 1102.98264 54.55353 -30.83002 -11.52413 0.91865 3.42735 1.56366 3.08065 4.32513 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000
0.00000 -9.31782 -29.86937 -18.65367 -8.81698 -0.44684 1.11674 -0.10631 0.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000 -6277438562204192200000000000000000000000000000000000000000000000000.00000
If I do the FFT with no DFT_XXXX options or cv::DFT_ROWS I get the following
1102.98264 54.55353 -9.31782 -30.83002 -29.86937 -11.52413 -18.65367 0.91865 -8.81698 3.42735 -0.44684 1.56366 1.11674 3.08065 -0.10631 4.32513
Am I missing a flag for cv::DFT_XX ??
Padding code
cv::Mat PadImage(cv::Mat inputImage, int padSize)
{
cv::Mat paddedImage;
paddedImage.create(inputImage.size().height+2*padSize, inputImage.size().width + 2*padSize, inputImage.type());
int height = inputImage.size().height;
int width = height;
int paddedRow = padSize;
int paddedCol = padSize;
//copy original image to center of padded image
for (int row = 0; row < height; row++)
{
for (int col = 0; col < width; col++)
{
paddedImage.at<cv::Vec3d>(row + paddedRow, col + paddedCol)[0] = inputImage.at<cv::Vec3d>(row, col)[0];
paddedImage.at<cv::Vec3d>(row + paddedRow, col + paddedCol)[1] = inputImage.at<cv::Vec3d>(row, col)[1];
paddedImage.at<cv::Vec3d>(row + paddedRow, col + paddedCol)[2] = inputImage.at<cv::Vec3d>(row, col)[2];
}
}
// Pad top
paddedRow -= 1;
for (int row = 0; row < padSize; row++)
{
for (int col = 0; col < width; col++)
{
paddedImage.at<cv::Vec3d>(paddedRow, col + paddedCol)[0] = inputImage.at<cv::Vec3d>(row, col)[0];
paddedImage.at<cv::Vec3d>(paddedRow, col + paddedCol)[1] = inputImage.at<cv::Vec3d>(row, col)[1];
paddedImage.at<cv::Vec3d>(paddedRow, col + paddedCol)[2] = inputImage.at<cv::Vec3d>(row, col)[2];
}
paddedRow--;
}
// Pad bottom
paddedRow = 2 * padSize - 1;
for (int row = height - padSize; row < height; row++)
{
for (int col = 0; col < width; col++)
{
paddedImage.at<cv::Vec3d>(height + paddedRow, col + paddedCol)[0] = inputImage.at<cv::Vec3d>(row, col)[0];
paddedImage.at<cv::Vec3d>(height + paddedRow, col + paddedCol)[1] = inputImage.at<cv::Vec3d>(row, col)[1];
paddedImage.at<cv::Vec3d>(height + paddedRow, col + paddedCol)[2] = inputImage.at<cv::Vec3d>(row, col)[2];
}
paddedRow--;
}
// Pad left
paddedCol = padSize;
paddedRow = padSize;
for (int row = 0; row < height + 2 * padSize; row++)
{
for (int col = padSize; col <= 2*padSize; col++)
{
paddedImage.at<cv::Vec3d>(row, paddedCol)[0] = paddedImage.at<cv::Vec3d>(row, col)[0];
paddedImage.at<cv::Vec3d>(row, paddedCol)[1] = paddedImage.at<cv::Vec3d>(row, col)[1];
paddedImage.at<开发者_C百科;cv::Vec3d>(row, paddedCol)[2] = paddedImage.at<cv::Vec3d>(row, col)[2];
paddedCol--;
}
paddedCol = padSize;
}
// Pad right
paddedCol = 2*padSize-1 + width;
paddedRow = padSize;
for (int row = 0; row < height + 2 * padSize; row++)
{
for (int col = width - padSize; col <= width+padSize; col++)
{
paddedImage.at<cv::Vec3d>(row, paddedCol)[0] = paddedImage.at<cv::Vec3d>(row, col)[0];
paddedImage.at<cv::Vec3d>(row, paddedCol)[1] = paddedImage.at<cv::Vec3d>(row, col)[1];
paddedImage.at<cv::Vec3d>(row, paddedCol)[2] = paddedImage.at<cv::Vec3d>(row, col)[2];
paddedCol--;
}
paddedCol = 2*padSize-1 + width;
}
return paddedImage;
}
My mistake was that I had to push in a dual channel image instead of a single channel image. I was translating code by looking at matlab and mislead myself.
精彩评论