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Table 2 Comparison among different noise estimator

From: Automatic movie restoration based on wave atom transform and nonparametric model

Video name

Actual σ

The method in[35]

The method in[36]

Proposed

  

σ ̂

Error rate (%)

σ ̂

Error rate (%)

σ ̂

Error rate (%)

Demo 1

25.5

23.5576

7.6

23.0676

9.5

29.5166

15.8

Demo 2

25.5

23.3363

8.5

21.1579

17.0

26.7723

5.0

Demo 4

25.5

22.3471

12.4

23.1300

9.3

30.2774

18.7

Demo 5

25.5

23.7797

6.7

16.3132

36.0

28.2639

10.8

Prof. Bullinger

25.5

24.3093

4.7

21.9882

13.8

27.4088

7.5

Outdoor Flower

25.5

23.4828

7.9

21.5795

15.4

26.6728

4.6