Data retrieval methods from printed images have recently been proposed. However, these methods have problems in terms of data capacity and flexibility. We propose a method of solving these problems using image recognition based on image features and a data-embedding method in the frequency domain. This makes it possible to include different information in the same image and greatly increase the amount of information that can be acquired. In the experiment, we show the effectiveness of the proposed method.