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Table 3 Restoration results in SSIM for Lena, Boat, and Cameraman images corrupted by RVIN

From: Triple Threshold Statistical Detection filter for removing high density random-valued impulse noise in images

Noise density (%)

Image

NAFSWM [14]

ROAD [25]

ROLD [23]

TBLI [19]

ASM [10]

CBD [9]

AFIDM [3]

TTSD

75

Lena

0.196

0.030

0.074

0.076

0.118

0.661

0.563

0.861

Boat

0.161

0.023

0.078

0.050

0.125

0.601

0.531

0.789

Cameraman

0.159

0.027

0.074

0.067

0.112

0.723

0.571

0.859

80

Lena

0.161

0.023

0.052

0.043

0.083

0.589

0.502

0.829

Boat

0.136

0.019

0.056

0.079

0.088

0.559

0.488

0.748

Cameraman

0.138

0.024

0.048

0.049

0.076

0.692

0.529

0.832

85

Lena

0.129

0.016

0.031

0.030

0.050

0.497

0.474

0.782

Boat

0.116

0.015

0.034

0.033

0.059

0.471

0.453

0.701

Cameraman

0.107

0.014

0.030

0.034

0.046

0.609

0.483

0.792

90

Lena

0.108

0.015

0.022

0.018

0.032

0.382

0.314

0.718

Boat

0.088

0.016

0.020

0.020

0.042

0.401

0.294

0.628

Cameraman

0.087

0.012

0.021

0.021

0.031

0.534

0.318

0.746

95

Lena

0.071

0.009

0.012

0.012

0.018

0.330

0.263

0.656

Boat

0.074

0.006

0.008

0.010

0.017

0.357

0.244

0.579

Cameraman

0.059

0.011

0.010

0.012

0.021

0.482

0.274

0.685