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Journals >
Acta Photonica Sinica >
Volume 50 >
Issue 12 >
Page 1210003 > Article
Acta Photonica Sinica
Vol. 50, Issue 12, 1210003 (2021)
Nighttime Dehazing Based on Mixed Filtering and Transmission Optimization
Yin XIANG
1
, Guangfeng CHEN
1、*
, and Xia LI
1、2
Author Affiliations
1
School of Mechanical Engineering, Donghua University, Shanghai 201620, China
2
Zhejiang Tobacco Company Wenzhou Company, Wenzhou , Zhejiang 325000, China
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DOI:
10.3788/gzxb20215012.1210003
Cite this Article
Yin XIANG, Guangfeng CHEN, Xia LI. Nighttime Dehazing Based on Mixed Filtering and Transmission Optimization[J]. Acta Photonica Sinica, 2021, 50(12): 1210003
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Fig. 1.
The algorithm flow chart
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Fig. 2.
Comparison of ambient light estimation and dehazing by different methods
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Fig. 3.
Comparison of the effects of high-light compensation
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Fig. 4.
Comparison of nighttime dehazing
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Fig.
QU Y et al
[
18
]
LI Y et al
[
23
]
ZHANG J et al
[
21
]
ZHANG J et al
[
22
]
Ours
SSIM
PSNR
CIEDE
SSIM
PSNR
CIEDE
SSIM
PSNR
CIEDE
SSIM
PSNR
CIEDE
SSIM
PSNR
CIEDE
N1
0.648
17.711
25.611
0.648
17.078
19.390
0.662
16.827
24.269
0.813
23.473
13.374
0.722
21.302
12.715
N2
0.825
20.013
25.349
0.785
22.409
20.535
0.604
16.792
24.755
0.853
24.581
19.095
0.875
23.336
9.879
N3
0.566
15.677
34.451
0.617
16.087
18.850
0.390
10.847
38.178
0.773
22.188
16.037
0.807
23.065
10.441
N4
0.651
19.691
32.548
0.835
20.538
24.970
0.509
12.383
31.265
0.802
17.728
19.609
0.862
27.378
8.717
N5
0.673
14.347
39.351
0.721
17.354
19.806
0.791
19.226
19.437
0.886
19.814
20.679
0.893
23.855
9.641
N6
0.782
21.569
18.590
0.505
15.928
38.064
0.464
12.897
34.054
0.856
22.522
16.096
0.850
26.994
6.379
N7
0.811
21.462
24.160
0.754
19.301
24.117
0.578
12.760
29.582
0.864
19.481
13.986
0.840
23.879
9.816
N8
0.718
19.716
25.487
0.789
20.211
15.214
0.557
14.504
29.129
0.919
24.864
13.196
0.937
28.517
5.432
N9
0.645
12.607
39.688
0.544
13.537
24.930
0.516
16.180
21.882
0.785
21.197
20.353
0.847
24.699
9.159
N10
0.714
16.437
29.113
0.624
14.883
21.399
0.488
12.455
32.707
0.812
22.313
15.336
0.770
20.74
14.063
AVG
0.703
17.923
29.435
0.682
17.733
22.727
0.556
14.487
28.526
0.836
21.816
16.776
0.840
24.382
9.624
Table 1.
Comparison index of nighttime dehazing effect
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Sizes
LI Y et al/s
ZHANG J et al/s
Ours/s
Ours_fast/s
320×240
8.165
0.445
0.532
0.242
640×480
44.925
1.942
2.608
1.278
1 280×720
131.540
5.214
8.476
4.536
Table 2.
Algorithm speed comparison
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Abstract
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References (29)
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Yin XIANG, Guangfeng CHEN, Xia LI. Nighttime Dehazing Based on Mixed Filtering and Transmission Optimization[J]. Acta Photonica Sinica, 2021, 50(12): 1210003
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Paper Information
Special Issue:
Received: Jun. 3, 2021
Accepted: Sep. 4, 2021
Published Online: Dec. 25, 2021
The Author Email: CHEN Guangfeng (chengf@dhu.edu.cn)
DOI:
10.3788/gzxb20215012.1210003
Recommended Topics
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