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Table 2 Resulting Δ Z (%) and Δ T (%) values for the tested image sequences using the proposed two-stage method

From: A two-stage algorithm for the early detection of zero-quantized discrete cosine transform coefficients in High Efficiency Video Coding

QP

Stage

Class B

Class C

Class D

Class E

  

N=8

16

32

N=8

16

32

N=8

16

32

N=8

16

32

22

Stage 1

0.45

0.71

0

4.88

6.88

3.57

4.78

8.13

4.22

24.9

17.4

6.92

 

Stage 2

23.3

7.24

5.72

22.8

12.1

7.98

23.1

12.6

8.12

15.8

15.6

7.61

 

Δ Z Total

23.75

7.95

5.72

27.68

18.98

11.55

27.88

20.73

12.34

40.7

34.0

14.53

 

Δ T

 

−12.3

  

−11.6

  

−13.5

  

−14.3

 

27

Stage 1

13.3

12.8

0.15

18.2

17.1

11.3

17.7

18.6

12.5

17.6

30.6

17.4

 

Stage 2

27.6

18.5

9.5

23.6

18.1

14.4

24.1

20.4

16.7

23.1

26.3

15.6

 

Δ Z Total

40.9

31.3

9.65

41.8

35.2

25.7

41.8

39.0

29.2

40.7

56.9

34.0

 

Δ T

 

−14.0

  

−13.8

  

−14.3

  

−17.5

 

32

Stage 1

27.2

26.9

15.3

27.1

26.7

23.1

28.1

27.2

23.1

28.4

50.9

24.9

 

Stage 2

22.6

21.6

20.2

21.7

17.1

15.3

23.4

19.9

17.0

26.1

20.6

15.8

 

Δ Z Total

49.8

48.5

35.5

48.8

43.8

38.4

51.5

47.1

40.1

54.5

71.5

40.7

 

Δ T

 

−16.6

  

−15.4

  

−17.0

  

−18.8

 

37

Stage 1

33.8

31.1

27.2

38.8

32.2

28.3

39.9

33.1

28.5

47.8

62.4

31.8

 

Stage 2

16.8

15.7

17.1

15.6

15.3

15.5

15.7

16.1

16.4

15.8

18.2

16.1

 

Δ Z Total

50.6

46.8

44.3

54.4

47.5

43.8

55.6

49.2

44.9

63.6

80.6

47.9

 

Δ T

 

−18.9

  

−16.5

  

−19.1

  

−20.7