Research Article

A New Study of Blind Deconvolution with Implicit Incorporation of Nonnegativity Constraints

Figure 6

Experimental results on Images 3-4 with Blur 2, restored using Algorithm 2. Row 1, l-r for Image 3: the PSNR/SNR is increased by 16.77/5.71 from 10.07/15.5 to 26.84/21.21. Row 2, l-r for Image 4: the PSNR/SNR is increased by 4.36/4.67 from 17.79/13.5 to 22.15/18.17. In this more challenging case of Gaussian blur, our model is capable of restoring some detailed features, including the books in the background of (c) and the buildings in (f).
(a) True image
(b) Received data
(c) Algorithm 2 restored image
(d) True image
(e) Received data
(f) Algorithm 2 restored image