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Table 7 Comparison of transmission map refinement methods with respect to the time complexity and memory requirements

From: A review on dark channel prior based image dehazing algorithms

Image

Resolution

Time (s)

Total/peak memory(Mb)

Ga

Bi

Cr

Gu

Ga

Bi

Cr

Gu

Fig. 24 (1)

600 × 400

4.358

9.900

20.257

2.706

74.713/36.703

76.594/38.619

76.684/38.649

625.209/70.992

Fig. 24 (2)

600 × 525

5.444

12.643

25.737

3.244

94.8314/48.225

97.440/50.761

97.407/50.761

797.781/85.364

Fig. 24 (3)

800 × 457

6.431

14.274

29.088

3.758

132.413/64.056

135.362/67.004

135.495/67.004

963.107/107.111

Fig. 24 (4)

450 × 600

4.715

11.558

22.825

2.908

82.739/42.672

84.963/44.859

85.796/45.286

687.942/74.707

FRIDA

640 × 480

5.167

11.833

24.308

3.142

92.797/47.289

95.290/49.768

95.290/49.767

780.075/83.565

  1. Ga Gaussian, Bi bilateral filter, Cr cross-bilateral filter, Gu guided filter