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import cv2
import numpy as np
import random
import os
from argparse import ArgumentParser
ALPHA = 5
def build_parser():
parser = ArgumentParser()
parser.add_argument('--original', dest='ori', required=True)
parser.add_argument('--image', dest='img', required=True)
parser.add_argument('--result', dest='res', required=True)
parser.add_argument('--alpha', dest='alpha', default=ALPHA)
return parser
def main():
parser = build_parser()
options = parser.parse_args()
ori = options.ori
img = options.img
res = options.res
alpha = options.alpha
if not os.path.isfile(ori):
parser.error("original image %s does not exist." % ori)
if not os.path.isfile(img):
parser.error("image %s does not exist." % img)
decode(ori, img, res, alpha)
def decode(ori_path, img_path, res_path, alpha):
ori = cv2.imread(ori_path)
img = cv2.imread(img_path)
ori_f = np.fft.fft2(ori)
img_f = np.fft.fft2(img)
height, width = ori.shape[0], ori.shape[1]
watermark = (ori_f - img_f) / alpha
watermark = np.real(watermark)
res = np.zeros(watermark.shape)
random.seed(height + width)
x = range(height / 2)
y = range(width)
random.shuffle(x)
random.shuffle(y)
for i in range(height / 2):
for j in range(width):
res[x[i]][y[j]] = watermark[i][j]
cv2.imwrite(res_path, res, [int(cv2.IMWRITE_JPEG_QUALITY), 100])
if __name__ == '__main__':
main()
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