Blind restoration of solar images via the Channel Sharing Spatio-temporal Network

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Table 7.

Effectiveness of channel sharing for adaptive filters on the first testing set.

Filter size	Our network	A variant of our network ^(c)
PSNR	35.06	35.18

Params ^(a)	6.29	9.07

Time ^(b)	0.44	0.52

Notes.

^(a)

Parameters ( × 10⁶) to be trained.

^(b)

The time (seconds) required to reconstruct an image with size of 1792 × 1792.

^(c)

The generated spatially variant filter is only different for each channel, while the other parts of the network remain the same.

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