Table 4 PSNR outcome of HDLIP-SHAR approach with existing models under various mural images.

From: Automated image inpainting for historical artifact restoration using hybridisation of transfer learning with deep generative models

Murals (Image_ID)

PSNR (dB)

AOT Method

EC Model

LaMa Method

LID-MIR

HDLIP-SHAR

ID_001848

61.30

63.01

59.81

63.55

66.20

ID_002224

63.35

59.30

64.15

60.78

67.76

ID_002796

61.03

60.10

59.10

59.18

62.38

ID_003162

61.82

60.63

58.94

59.65

63.64

ID_003574

61.02

58.76

58.76

58.71

61.42

ID_004277

64.79

60.84

60.33

60.51

67.64