A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images

. 2022 Nov 28;22(23):9273. doi: 10.3390/s22239273

z \in R^{4 \times W \times H} \sim U (0, \frac{1}{10})

n_{u} = n_{d} =

[128, 128, 128, 128, 128]

k_{u} = k_{d} =

[3, 3, 3, 3, 3]

n_{s} =

[128, 128, 128, 128, 128]

k_{s} =

[1, 1, 1, 1, 1]

σ_{p} = \frac{1}{10}

num_iter = 1500

LR = 0.01

upsampling = nearest