Research Article

Single Image Super-Resolution via Image Smoothing

Figure 4

(a) Low-resolution images; (b) high-resolution images by bicubic interpolation; (c) high-resolution error image by the learning-based method [31]; (d) high-resolution images by the proposed method. The upscaling factors are 4.