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Table 2 Comparison of performance of different SR methods in RMSE and elapsed time with different test images

From: Online multi-frame super-resolution of image sequences

Image name

Resolution of LR images

Methods

RMSE

Elapsed time (ms/frame)

Lenna

136 × 136

Bicubic

9.2

–

  

MAP

4.7

454

  

OSR

6.1

58.9

Monarch

204 × 136

Bicubic

12.2

–

  

MAP

5.3

750

  

OSR

7.6

88.9

Boats

192 × 153

Bicubic

9.3

–

  

MAP

4.4

739

  

OSR

6.2

98.9

  1. The RMSE of bicubic-interpolated images is the average of 15 bicubic-interpolated images. The SR scales are all set to 3