Research Article

[Retracted] Machine-Type Video Communication Using Pretrained Network for Internet of Things

Table 1

Average PSNR (dB), SSIM, and execution time (s/frame) comparisons of test CIF sequences recovered by Choi et al. [20], Romano and Elad [23], and the proposed algorithm.

SequenceChoi et al. [20]Romano and Elad [23]Proposed
PSNRSSIMTimePSNRSSIMTimePSNRSSIMTime

Foreman33.520.93840.5733.620.939213.4934.650.94822.01
Akiyo46.370.99560.5343.400.984313.3946.070.99422.03
Bus26.260.89840.5126.260.898513.5627.450.92222.00
Football22.690.65200.5322.610.649313.4222.950.66882.02
Mobile25.230.87870.5325.290.880313.4728.820.95072.00
Stefan28.490.90560.5328.460.904213.5529.060.92282.00
Tennis29.390.89010.5329.060.877513.1329.960.88122.00
Flower30.120.96230.5330.190.964113.3130.760.97292.03
News36.540.97810.5036.470.977812.6837.400.98092.03
City32.300.91800.5032.090.913012.7033.230.93002.08
Coastguard32.210.91310.5132.210.913112.6232.630.92122.07
Mother & Daughter41.100.97670.5141.640.977012.5542.460.97892.07
Soccer28.320.90190.5128.070.886112.6729.010.89532.09
Avg.31.730.90840.5231.490.905013.1232.650.92062.03

The bold values represent the optimal values in the comparison of test results.