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Table 2 Various measuring criteria and their values at different values of α and η at different noise ratio, for the proposed filter for RVN

From: An adaptive switching filter based on approximated variance for detection of impulse noise from color images

Values of α and η

RVN

RVN

RVN

RVN

.10

.20

.80

.90

NCD

PSNR

MAE

TIME

NCD

PSNR

MAE

TIME

NCD

PSNR

MAE

TIME

NCD

PSNR

MAE

TIME

Lower values of α

 0.5, 0.5

0.0017

36.928

0.666

3.90

0.003

35.152

1.134

4.504

0.015

27.618

5.32

8.72

0.0219

25.981

6.84

9.52

 0.4, 0.6

0.0016

37.063

0.655

3.95

0.003

35.161

1.147

4.560

0.018

27.239

5.67

9.07

0.0227

25.611

7.39

9.92

 0.3, 0.7

0.0017

37.056

0.667

4.02

0.003

34.972

1.171

4.711

0.019

25.967

7.03

9.08

0.0253

24.105

9.48

9.90

Higher values of α

 0.6, 0.4

0.0017

37.023

0.658

4.17

0.002

35.102

1.135

4.616

0.016

27.748

5.28

9.06

0.0212

26.237

6.65

9.85

 0.7, 0.3

0.0018

37.017

0.660

4.04

0.003

35.042

1.143

4.623

0.017

27.707

5.23

9.06

0.0204

26.134

6.68

9.92

 0.8, 0.2

0.0019

36.899

0.668

3.99

0.005

35.092

1.144

4.640

0.017

27.662

5.25

9.10

0.0215

25.980

6.73

9.92