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Table 1 Quantitative analysis results of the EPZSSR model proposed in this study

From: Zero-sample mural superresolution reconstruction for enhanced perceptual quality

Number

PI

PSNR↑

Running time↓

Iterations↓

Mural01

4.04

28.3

289.45

2620

Mural02

3.64

27.05

207.77

1840

Mural03

3.06

29.42

241.86

1920

Mural04

3.26

25.91

208.85

2200

Mural05

3.37

28.2

218.27

1960

Mural06

3.49

31.4

258.11

2140

Mural07

4.32

32.85

215.69

2060

Mural08

5.49

32.2

227.41

2340

Mural09

4.22

30.47

223.45

1880

Avg

3.88

29.53

232.32

2106