图像和谐化方向整理
图像和谐化方向整理
| Sub-dataset | Extra info | All | HCOCO | HAdobe5k | HFlickr | Hday2night | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Evaluation metric | fMSE | MSE | PSNR | MSE | PSNR | MSE | PSNR | MSE | PSNR | MSE | PSNR | |
| input composite | - | 1387.30 | 172.47 | 31.63 | 69.37 | 33.94 | 345.54 | 28.16 | 264.35 | 28.32 | 109.65 | 34.01 |
| CDTNet [CVPR2022] | - | 252.05 | 23.75 | 38.23 | 16.25 | 39.15 | 20.62 | 38.24 | 68.61 | 33.55 | 36.72 | 37.95 |
| iSSAM [WACV2021]@ | - | 264.96 | 24.44 | 38.19 | 16.48 | 39.16 | 21.88 | 38.08 | 69.67 | 33.56 | 40.59 | 37.72 |
| D-HT [ICCV2021] | - | 320.78 | 30.30 | 37.55 | 16.89 | 38.76 | 38.53 | 36.88 | 74.51 | 33.13 | 53.01 | 37.10 |
| iDIH [WACV2021] | -# | 341.77 | 31.71 | 37.14 | 19.51 | 38.40 | 33.81 | 36.39 | 86.44 | 32.60 | 49.94 | 37.01 |
| S | 252.00 | 22.00 | 38.31 | 14.01 | 39.64 | 21.36 | 37.35 | 60.41 | 34.03 | 50.61 | 37.68 | |
| Guo et al. [CVPR2021] | - | 400.29 | 38.71 | 35.90 | 24.92 | 37.16 | 43.02 | 35.20 | 105.13 | 31.34 | 55.53 | 35.96 |
| BargainNet [ICME2021] | - | 405.23 | 37.82 | 35.88 | 24.84 | 37.03 | 39.94 | 35.34 | 97.32 | 31.34 | 50.98 | 35.67 |
| Hao et al. [BMVC2020]+ | - | 437.90 | 38.46 | 35.91 | 23.44 | 37.33 | 39.22 | 34.80 | 112.39 | 31.29 | 49.73 | 36.96 |
| RainNet [CVPR2021] | - | 469.60 | 40.29 | 36.12 | - | 37.08 | - | 36.22 | - | 31.64 | - | 34.83 |
| S2AM [TIP2020]* | - | 481.79 | 48.00 | 35.29 | 33.07 | 36.09 | 48.22 | 35.34 | 124.53 | 31.00 | 48.78 | 35.60 |
| DoveNet [CVPR2020] | - | 549.96 | 52.36 | 34.75 | 36.72 | 35.83 | 52.32 | 34.34 | 133.14 | 30.21 | 54.05 | 35.18 |
| DIH [CVPR2017] | - | 773.18 | 76.77 | 33.41 | 51.85 | 34.69 | 92.65 | 32.28 | 163.38 | 29.55 | 82.34 | 34.62 |
| S | 769.79 | 76.63 | 33.50 | 49.63 | 34.80 | 95.41 | 32.29 | 168.62 | 29.58 | 68.81 | 35.51 | |
| SSH [ICCV2021]% | - | 1140.66 | 89.23 | 32.77 | 73.20 | 34.03 | 115.03 | 31.73 | 266.56 | 28.68 | 98.84 | 34.56 |
| Xue et al. [TOG2012] | - | 1411.40 | 155.87 | 31.40 | 77.04 | 33.32 | 274.15 | 28.79 | 249.54 | 28.32 | 190.51 | 31.24 |
| Lalonde and Efros [ICCV2017] | - | 1433.21 | 150.53 | 30.16 | 110.10 | 31.14 | 158.90 | 29.66 | 329.87 | 26.43 | 199.93 | 29.80 |
| Zhu et al. [ICCV2015] | - | 1580.17 | 204.77 | 30.72 | 79.82 | 33.04 | 414.31 | 27.26 | 315.42 | 27.52 | 136.71 | 32.32 |
CDTNet-High-Resolution-Image-Harmonization
论文链接：https://arxiv.org/pdf/2109.06671.pdf
github：https://github.com/bcmi/CDTNet-High-Resolution-Image-Harmonization作者：Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang
DoveNet: Deep Image Harmonization via Domain Verification
论文链接：https://arxiv.org/pdf/1911.13239.pdf
github：https://github.com/bcmi/Image_Harmonization_Datasets作者：Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang
BargainNet: Background-Guided Domain Translation for Image Harmonization
论文链接：https://arxiv.org/pdf/2009.09169.pdf
github：https://github.com/bcmi/BargainNet作者：Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang
Region-aware Adaptive Instance Normalization for Image Harmonization
论文链接：https://arxiv.org/abs/2106.02853
github：https://github.com/junleen/RainNet
