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Table 2 Performance comparison

From: Exploring super-resolution implementations across multiple platforms

 

FPGA Cyclone II

FPGA Stratix III

FPGA CI

GPGPU

MATLAB

Iterations

Time (s)

FPS

Time (s)

FPS

Time (s)

FPS

Time (s)

FPS

Time (s)

FPS

5

0.045

22.38

0.017

59.692

3.51

0.29

0.021

47.18

3.15

0.32

10

0.089

11.19

0.034

29.846

6.43

0.16

0.023

42.73

4.91

0.20

15

0.134

7.46

0.050

19.897

9.30

0.11

0.026

39.04

6.69

0.15

20

0.179

5.60

0.067

14.923

12.30

0.08

0.028

35.94

8.43

0.12

25

0.223

4.48

0.084

11.938

15.21

0.07

0.030

33.29

10.65

0.09

30

0.268

3.73

0.101

9.949

18.10

0.06

0.033

30.40

11.99

0.08

35

0.313

3.20

0.117

8.527

21.10

0.05

0.034

29.02

13.82

0.07