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Advances, Systems and Applications

Table 1 Comparison of PSNRs for different approaches on synthetic seismic data

From: SeisDeNet: an intelligent seismic data Denoising network for the internet of things

Noisy data (dB)

Traditional methods

DL based methods

Wavelet

Curvelet

VDSR

MSRN

RDN

Ours (SeisDeNet)

78.1385

87.2459

90.3576

93.1642

94.9961

95.0348

96.9472

73.6857

81.9464

86.6774

89.9346

92.6356

92.6251

94.0385

68.1319

76.3357

83.1581

86.0241

89.9125

89.8995

91.6652

64.6180

71.4021

74.5958

77.9656

82.9468

82.8572

84.1626

Average

79.2325

83.6972

86.7721

90.1228

90.1042

91.7034