+++ /dev/null
-#!/usr/bin/python
-from opencv.cv import *
-from opencv.highgui import *
-import sys
-
-# Rearrange the quadrants of Fourier image so that the origin is at
-# the image center
-# src & dst arrays of equal size & type
-def cvShiftDFT(src_arr, dst_arr ):
-
- size = cvGetSize(src_arr);
- dst_size = cvGetSize(dst_arr);
-
- if(dst_size.width != size.width or
- dst_size.height != size.height) :
- cvError( CV_StsUnmatchedSizes, "cvShiftDFT", "Source and Destination arrays must have equal sizes", __FILE__, __LINE__ );
-
- if(src_arr is dst_arr):
- tmp = cvCreateMat(size.height/2, size.width/2, cvGetElemType(src_arr));
-
- cx = size.width/2;
- cy = size.height/2; # image center
-
- q1 = cvGetSubRect( src_arr, cvRect(0,0,cx, cy) );
- q2 = cvGetSubRect( src_arr, cvRect(cx,0,cx,cy) );
- q3 = cvGetSubRect( src_arr, cvRect(cx,cy,cx,cy) );
- q4 = cvGetSubRect( src_arr, cvRect(0,cy,cx,cy) );
- d1 = cvGetSubRect( src_arr, cvRect(0,0,cx,cy) );
- d2 = cvGetSubRect( src_arr, cvRect(cx,0,cx,cy) );
- d3 = cvGetSubRect( src_arr, cvRect(cx,cy,cx,cy) );
- d4 = cvGetSubRect( src_arr, cvRect(0,cy,cx,cy) );
-
- if(src_arr is not dst_arr):
- if( not CV_ARE_TYPES_EQ( q1, d1 )):
- cvError( CV_StsUnmatchedFormats, "cvShiftDFT", "Source and Destination arrays must have the same format", __FILE__, __LINE__ );
-
- cvCopy(q3, d1);
- cvCopy(q4, d2);
- cvCopy(q1, d3);
- cvCopy(q2, d4);
-
- else:
- cvCopy(q3, tmp);
- cvCopy(q1, q3);
- cvCopy(tmp, q1);
- cvCopy(q4, tmp);
- cvCopy(q2, q4);
- cvCopy(tmp, q2);
-
-if __name__ == "__main__":
-
- im = cvLoadImage( sys.argv[1], CV_LOAD_IMAGE_GRAYSCALE);
-
- realInput = cvCreateImage( cvGetSize(im), IPL_DEPTH_64F, 1);
- imaginaryInput = cvCreateImage( cvGetSize(im), IPL_DEPTH_64F, 1);
- complexInput = cvCreateImage( cvGetSize(im), IPL_DEPTH_64F, 2);
-
- cvScale(im, realInput, 1.0, 0.0);
- cvZero(imaginaryInput);
- cvMerge(realInput, imaginaryInput, None, None, complexInput);
-
- dft_M = cvGetOptimalDFTSize( im.height - 1 );
- dft_N = cvGetOptimalDFTSize( im.width - 1 );
-
- dft_A = cvCreateMat( dft_M, dft_N, CV_64FC2 );
- image_Re = cvCreateImage( cvSize(dft_N, dft_M), IPL_DEPTH_64F, 1);
- image_Im = cvCreateImage( cvSize(dft_N, dft_M), IPL_DEPTH_64F, 1);
-
- # copy A to dft_A and pad dft_A with zeros
- tmp = cvGetSubRect( dft_A, cvRect(0,0, im.width, im.height));
- cvCopy( complexInput, tmp, None );
- if(dft_A.width > im.width):
- tmp = cvGetSubRect( dft_A, cvRect(im.width,0, dft_N - im.width, im.height));
- cvZero( tmp );
-
- # no need to pad bottom part of dft_A with zeros because of
- # use nonzero_rows parameter in cvDFT() call below
-
- cvDFT( dft_A, dft_A, CV_DXT_FORWARD, complexInput.height );
-
- cvNamedWindow("win", 0);
- cvNamedWindow("magnitude", 0);
- cvShowImage("win", im);
-
- # Split Fourier in real and imaginary parts
- cvSplit( dft_A, image_Re, image_Im, None, None );
-
- # Compute the magnitude of the spectrum Mag = sqrt(Re^2 + Im^2)
- cvPow( image_Re, image_Re, 2.0);
- cvPow( image_Im, image_Im, 2.0);
- cvAdd( image_Re, image_Im, image_Re, None);
- cvPow( image_Re, image_Re, 0.5 );
-
- # Compute log(1 + Mag)
- cvAddS( image_Re, cvScalarAll(1.0), image_Re, None ); # 1 + Mag
- cvLog( image_Re, image_Re ); # log(1 + Mag)
-
-
- # Rearrange the quadrants of Fourier image so that the origin is at
- # the image center
- cvShiftDFT( image_Re, image_Re );
-
- min, max = cvMinMaxLoc(image_Re);
- cvScale(image_Re, image_Re, 1.0/(max-min), 1.0*(-min)/(max-min));
- cvShowImage("magnitude", image_Re);
-
- cvWaitKey(-1);