python-opencv对图像进行傅里叶变换,逆傅里叶变换,并展示图像
import os
import cv2
import numpy as np
import matplotlib.pyplot as plt
def read_img(img_7_path):
img=cv2.imread(img_7_path,0)
dft=cv2.dft(np.float32(img),flags=cv2.DFT_COMPLEX_OUTPUT)
dftshift=np.fft.fftshift(dft)
ishift=np.fft.ifftshift(dftshift)
iImg=cv2.idft(ishift)
iImg=cv2.magnitude(iImg[:,:,0],iImg[:,:,1])
plt.subplot(121),plt.imshow(img,cmap='gray')
plt.title('orignal'),plt.axis('off')
plt.subplot(122),plt.imshow(iImg,cmap='gray')
plt.title('inverse'),plt.axis('off')
plt.show()
if __name__ == '__main__':
work_path = os.getcwd()
data_path = os.path.join(work_path, 'data')
img_7_path = os.path.join(data_path, '7.jpg')
read_img(img_7_path)