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Table 7 Testing with additional images and compared with JPEG and JPEG2000

From: A novel high-frequency encoding algorithm for image compression

Image name

Our approach

JPEG Technique

JPEG2000 technique

Compressed size (KB)

Bit rate/pixel

RMSE

Compressed size (KB)

Bit rate/pixel

RMSE

Compressed size (KB)

Bit rate/pixel

RMSE

Apples

11.78

8.1e-06

5.08

21.2

1.47e-05

10.94

12

8.3e-06

3.03

Bananas

12.44

8.6e-06

4.57

20.8

1.44e-05

10.7

13

9.02e-6

3.66

Billiard_balls_a

19.91

1.38e-06

4.26

23.1

1.6e-05

11.51

20

1.38e-05

2.09

Building

33.5

2.3e-05

5.55

36

2.5e-05

7.24

34

2.36e-05

3.23

Cards_a

49.6

3.4e-05

9.33

54.8

3.8e-05

10.69

50

3.47e-05

7.6

Clips

58.3

4.0e-05

9.56

59.4

4.15e-05

11.23

59.9

4.15e-05

5.67

Coins

32.5

2.25e-05

9.01

33.4

2.31e-05

11.01

33

2.29e-05

6.8

Ducks

16.4

1.14e-05

3.62

22

1.52e-05

10.58

17

1.18e-05

1.92

Flowers

42.3

2.93-05

8.42

43.5

3.02e-05

9.85

43

2.98e-05

5.39

Guitar_fret

19.47

1.34e-05

5.19

23.3

1.59e-05

12.2

20

1.38e-05

3.48