Lin Sen, Liu Shiben, Tang Yandong. Multi-input fusion adversarial network for underwater image enhancement[J]. Infrared and Laser Engineering, 2020, 49(5): 20200015
- Infrared and Laser Engineering
- Vol. 49, Issue 5, 20200015 (2020)
Fig. 1. Preprocessing graph
Fig. 2. Convolution and deconvolution
Fig. 3. Network structure diagram
Fig. 4. ReLu comparison experiment
Fig. 5. Skip connection experiment. (a) Original drawing; (b) No residual connection; (c) Residual connection; (d) Residual connection and one layer of convolution
Fig. 6. Experimental of color restoration. (a) Origianl；(b) Standard color card；(c) LAB；(d) DUIENet；(e) DCP；(f) DehazeNet and HWD；(g) MFGAN
Fig. 7. Experimental result . (a) Original；(b) DCP；(c) LAB；(d) CLAHE；(e) DehazeNet and HWD；(f) DUIENet；(g) UGAN；(h) MFGAN
Fig. 8. Experimental results of feature matching
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Table 1. Quantitative results in terms of UCIQE
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Table 2. Quantitative results in terms of NIQE
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