Based on block DWT Decomposition and Singular Value Decomposition, a new algorithm with the method of embedding the watermarking into the largest singular value is proposed. Meanwhile a formula to estimate the PSNR is produced. Experiments and attack test show that the algorithm has good robustness on JPEG, median filter, sub-sampling, Gaussian low pass filter etc, Moreover the proposed algorithm can be easily implemented by the existing software...