In this paper, we proposed a scheme of double type data hiding, where the security, imperceptible, and high embedding capacity are achieved. In our scheme, the secret data are firstly processed into QR code with encrypted. Then, the QR code of the secret data is embedded into the cover image in VQ technique. Compared to the basic data hiding scheme, there are two merits gained in our scheme, imperceptibility and encryption using the secret key of QR attribution. Overall, our scheme can embed more secret and increase the security whenever an intruder would like to illegally steal the secret behind the images.