A blind Print-Scan (PS) resilient watermarking scheme is proposed in this paper. By employing a series of novel solutions in block classification and different block-based embedding strategies, we achieved a good performance in terms of watermark capacity, robustness and image quality. The experimental results further demonstrate the validity of our proposed scheme.