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the input frame, the upscaled frame using single frame bicubic interpolation, 3-D
ISKR, and MASK at a large scale. Next, we estimated an intermediate frame at time
t = 5 . 5 for both Spin-Calendar and Texas sequences by 3-D ISKR and MASK, and
the results are shown in Fig. 15. The intermediate frames are also spatially upscaled
(a) Input
(b) Bicubic interpolation
(c) 3-D ISKR
(d) MASK
(e) Input
(f) Bicubic interpolation
(g) 3-D ISKR
(h) MASK
Fig. 14 Spatial upscaling of Texas video sequence: (a) the input frame at t = 5, (b)-(d) the
upscaled video frames by bicubic interpolation, 3-D ISKR, and MASK, respectively. (e)-
(h) Enlarged images of the input frame and the upscaled frames by cubic interpolation, 3-D
ISKR, and MASK, respectively.
 
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