Acta Photonica Sinica, Volume. 50, Issue 3, 159(2021)
Image Dehazing Method Using Channel Attention Network and Fuzzy Partition Entropy with Graph Cut
Figures & Tables(8)
Table 1. SSIM results obtained by different variant models of transmission map predicted network
View tableView in ArticleTable 1. SSIM results obtained by different variant models of transmission map predicted network
Model C_D_2 C_D_3 C_D_4 C_D_5 CAB_0 CAB_1 CAB_2 CAB_3 Transmission 0.958 6 0.969 7 0.969 8 0.969 8 0.950 3 0.960 1 0.969 7 0.950 3
Table 2. SSIM results for the transmission maps and SSIM/PSNR results for clear images by different methods
View tableView in ArticleTable 2. SSIM results for the transmission maps and SSIM/PSNR results for clear images by different methods
MRFM Dehazenet WAD IASM Ours Transmission SSIM 0.886 7 0.911 4 0.893 4 0.896 3 0.969 7 Dehazed image SSIM 0.835 6
18.76
0.862 4
22.39
0.901 2 0.861 7
19.52
0.950 6
28.52
PSNR 21.41
Table 3. VI and RI results obtained by different methods on O-Haze and I-Haze datasets
View tableView in ArticleTable 3. VI and RI results obtained by different methods on O-Haze and I-Haze datasets
MRFM Dehazenet WAD IASM Ours O-Haze VI 0.811 0 0.842 1 0.866 5 0.834 1 0.902 1 RI 0.900 4 0.912 7 0.922 5 0.910 6 0.941 7 I-Haze VI 0.876 6 0.892 5 0.906 4 0.887 6 0.938 8 RI 0.902 7 0.914 5 0.911 7 0.910 1 0.946 0
Table 4. Comparison of running times obtained by different methods
View tableView in ArticleTable 4. Comparison of running times obtained by different methods
MRFM Dehazenet WAD IASM Ours Time/s 2.5 1.78 4.3 4.5 3.9
Tools
Get Citation
Copy Citation Text
Yibin WANG, Jia ZHENG, Shibai YIN. Image Dehazing Method Using Channel Attention Network and Fuzzy Partition Entropy with Graph Cut[J]. Acta Photonica Sinica, 2021, 50(3): 159
Paper Information
Category: Image Processing
Received: --
Accepted: --
Published Online: Jul. 13, 2021
The Author Email:
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20