Super Resolution Image Reconstruction Algorithm Based on S+P Transformation and Interpolation

摘要

According to characteristics of image stratification transformation and interpolation processing, this paper proposes an image sequences super resolution reconstruction method based on S+P transformation and interpolation algorithm, which can improve the image resolution. Experiments show that this method can properly retain the details in original image. After being processed using interpolation and S+P reconstruction, the image obtained will be of higher resolution, better visual effect, higher Peak Signal Noise Ratio (PSNR) and more detail information. Therefore, this algorithm is an effective method of super resolution image reconstruction.