Application of a Modified Generative Adversarial Network in the Superresolution Reconstruction of Ancient Murals

Table 1

Details of the discriminant network.

Name	Type	Kernel	Stride	Outputs
Conv1	Conv	4 × 4	2 × 2	64
Conv2	Conv	4 × 4	2 × 2	128
Conv3	Conv	4 × 4	2 × 2	256
Conv4	Conv	4 × 4	2 × 2	512
Conv5	Conv	4 × 4	2 × 2	1024
Conv6	Conv	4 × 4	2 × 2	2048
Conv7	Conv	1 × 1	1 × 1	1024
Conv8	Conv	1 × 1	1 × 1	512
Conv9	Conv	1 × 1	1 × 1	128
Conv10	Conv	3 × 3	1 × 1	128
Conv11	Conv	3 × 3	1 × 1	512
FC	FC	—	—	1