Joint Motion Deblurring and Superresolution from Single Blurry Image

Figure 3

Nonblind deconvolution examples: (a) blurred “Monarch” image and motion blur kernel, (b) result by (11) and (13), (c) result by the joint fast deconvolution method [19] with our estimated kernel and interpolation method [6], and (d) ringing suppression result with the proposed artifact removal method.

(a)

(b)

(c)

(d)