def main(file_name="200px-Lenna.jpg"): root_path = pu.get_root_path() # file_name = "trees.png" file_path = pu.path_join(root_path, pu.INPUT_PATH, file_name) color_lena = iu.read_img(file_path, iu.READ_COLOR) r_data = 0b11111000001111100000 g_data = 0b11111111110000000000 b_data = 0b10101010101010101010 length = [len(bin(r_data)), len(bin(g_data)), len(bin(b_data))] tplt = "{0:<" + str(length[0]) + "}\t{1:<" + str(length[1]) + "}\t{2:<" + str(length[2]) + "}" print(tplt.format("r_data(insert):", "g_data(insert):", "b_data(insert):")) print(tplt.format(bin(r_data), bin(g_data), bin(b_data))) r = ReversibleDataHidingRGBA() r.encrypt(color_lena, r_data, g_data, b_data) # iu.print_img(r.encrypted) # encrypted = iu.read_img(pu.path_join(root_path, "static", "integral_rgba", "image.png"), cv2.IMREAD_UNCHANGED) r.decrypt(r.encrypted) # iu.print_img(r.decrypted) print(tplt.format("r_data(extract):", "g_data(extract):", "b_data(extract):")) print(tplt.format(r.r_data, r.g_data, r.b_data)) print(f"max length of hide data: {r.max_length}") print(f"image size: {color_lena.shape}") print("file save in /static/integral_rgba!")
def encrypt(self, img: np.ndarray, r_data=0, g_data=0, b_data=0, pth=__INTEGRAL_PATH): b_ = img[:, :, 0] g_ = img[:, :, 1] r_ = img[:, :, 2] b_thread = RDHEncryptedThread(self.b, b_, b_data, pu.path_join(pth, "b"), "b") g_thread = RDHEncryptedThread(self.g, g_, g_data, pu.path_join(pth, "g"), "g") r_thread = RDHEncryptedThread(self.r, r_, r_data, pu.path_join(pth, "r"), "r") b_thread.start() g_thread.start() r_thread.start() b_thread.join() g_thread.join() r_thread.join() # self.b.encrypt(b_, b_data, pth=pth + "/b") # self.g.encrypt(g_, g_data, pth=pth + "/g") # self.r.encrypt(r_, r_data, pth=pth + "/r") self.LM = self.b.LM.astype(np.uint8) * 4 + \ self.g.LM.astype(np.uint8) * 2 + \ self.r.LM.astype(np.uint8) * 1 print("encrypting LM ...") self.encrypted_LM = eu.encrypt(self.LM, eu.SECRET_KEY, 256) print("LM encrypted!") self.encrypted = np.zeros((img.shape[0], img.shape[1], 4), np.uint8) self.encrypted[:, :, 0] = self.r.encrypted self.encrypted[:, :, 1] = self.g.encrypted self.encrypted[:, :, 2] = self.b.encrypted self.encrypted[:, :, 3] = self.encrypted_LM iu.save_img(self.encrypted, pu.path_join(pu.get_root_path(), pth, "image.png"))
def decrypt(self, img: np.ndarray, pth="static/integral_rgba"): r_ = img[:, :, 0] g_ = img[:, :, 1] b_ = img[:, :, 2] a_ = img[:, :, 3] print("decrypting LM ...") a_ = eu.decrypt(a_, eu.SECRET_KEY, 256).astype(np.uint8) print("LM decrypted!") r_LM = a_ % 2 a_ >>= 1 g_LM = a_ % 2 a_ >>= 1 b_LM = a_ % 2 r_thread = RDHDecryptedThread(self.r, r_, r_LM, pu.path_join(pth, "r"), "r") g_thread = RDHDecryptedThread(self.g, g_, g_LM, pu.path_join(pth, "g"), "g") b_thread = RDHDecryptedThread(self.b, b_, b_LM, pu.path_join(pth, "b"), "b") b_thread.start() g_thread.start() r_thread.start() b_thread.join() g_thread.join() r_thread.join() # self.r.decrypt(r_, r_LM, False, pth=pth + "/r") # self.g.decrypt(g_, g_LM, False, pth=pth + "/g") # self.b.decrypt(b_, b_LM, False, pth=pth + "/b") r, g, b = self.r.decrypted, self.g.decrypted, self.b.decrypted self.decrypted = np.zeros((img.shape[0], img.shape[1], 3), np.uint8) self.decrypted[:, :, 0] = b self.decrypted[:, :, 1] = g self.decrypted[:, :, 2] = r iu.save_img(self.decrypted, pu.path_join(pu.get_root_path(), pth, "res.png"))
def main(file_name): a = ReversibleDataHiding() root_path = pu.get_root_path() file_path = pu.path_join(root_path, pu.INPUT_PATH, file_name) gray_lena = iu.read_img(file_path, iu.READ_GRAY) # changed_gray_lena = gray_lena.copy() # changed_gray_lena[100, 100] = 0 # a.encrypt(gray_lena, 0b11111000001111100000) # a.decrypt() # print("1") print("encrypting!") print("insert data: 0b11111000001111100000") a.encrypt(gray_lena, 0b11111000001111100000) # print("2") print("decrypting!") a.decrypt() # print("3") # a.encrypt(changed_gray_lena, 0b11111000001111100000, pth="static/test/changed") # print("4") # a.decrypt(pth="static/test/changed") print("extract data: ", end="") print(a.r.data) print(f"hide data max length: {a.e.max_length()}") print(f"image size: {gray_lena.shape}") # print(a.r.data) print("file save in /static/integral!")
def __init__(self): self.r = None self.data_length = 0 self.LM = None self.encrypted = None self.e = None self.decrypted = None self.root_path = pu.get_root_path()
def save(img, name): """ :param pth: 存储的路径 :return: """ root_path = pu.get_root_path() out = pu.path_join(root_path, pu.REC_PATH) pth = pu.path_join(out, name) iu.save_img(img, pth)
def __test(file): e = Encryptor(file, Encryptor.predict_method1) e.decomposition() e.predict() e.recomposition() print(e.max_length()) e.data_hider(0b11000100000110001111111011100001000001100011111110111000010000011000111111101110000100000110001111111011) e.encryption() root_path = pu.get_root_path() out = pu.path_join(root_path, pu.OUTPUT_PATH) e.save(out) # lm = dec.decryptioner(e.encrypted_LM, dec.secretKey, 256) # diff = e.LM.astype(np.int) - lm.astype(np.int) # i = dec.decryptioner(e.encrypted_I, dec.secretKey, 256) # diff_I = i - e.res_img # print(np.sum(abs(diff))) # print(np.sum(abs(diff_I))) # iu.print_imgs(e.ans.astype(np.uint8), e.encrypted_LM.astype(np.uint8)) pass
g1 = img1[:, :, 1] r1 = img1[:, :, 2] b2 = img2[:, :, 0] g2 = img2[:, :, 1] r2 = img2[:, :, 2] r = np.array([0, 0, 0]) g = np.array([0, 0, 0]) b = np.array([0, 0, 0]) r[0] = ssim(r1, r2) r[1] = mse(r1, r2) r[2] = psnr(r1, r2) g[0] = ssim(g1, g2) g[1] = mse(g1, g2) g[2] = psnr(g1, g2) b[0] = ssim(b1, b2) b[1] = mse(b1, b2) b[2] = psnr(b1, b2) return np.mean(r + g + b) if __name__ == "__main__": root_path = pu.get_root_path() img1 = iu.read_img(pu.path_join(root_path, "static/input/timg.jpeg"), iu.READ_GRAY) img2 = iu.read_img( pu.path_join(root_path, "static/test/unchanged/res.png"), iu.READ_GRAY) print(ssim(img1, img2)) print(mse(img1, img2)) print(psnr(img1, img2))