notesum.ai
Published at December 10Learning Spatially Decoupled Color Representations for Facial Image Colorization
cs.CV
Released Date: December 10, 2024
Authors: Hangyan Zhu1, Ming Liu1, Chao Zhou2, Zifei Yan1, Kuanquan Wang1, Wangmeng Zuo1
Aff.: 1Harbin Institute of Technology; 2Shanghai Transsion Co., Ltd.
| Methods | FID↓ | CF↑ | PSNR↑ | SSIM↑ |
|---|---|---|---|---|
| Colorful (2016) | 11.41 | 37.82 | 24.69 | 0.9419 |
| InstColor (2020) | 8.99 | 37.02 | 25.46 | 0.9940 |
| GCP (2021) | 10.29 | 33.70 | 24.33 | 0.9937 |
| Unicolor (2022) | 6.17 | 37.41 | 23.21 | 0.9406 |
| DisColor (2022) | 8.79 | 43.37 | 23.72 | 0.9934 |
| CT2 (2022) | 8.61 | 43.33 | 24.55 | 0.9415 |
| BigColor (2022) | 6.34 | 42.99 | 23.34 | 0.9339 |
| iColoriT (2023) | 12.68 | 32.32 | 27.53 | 0.9809 |
| DDColor (2023) | 3.80 | 49.71 | 24.25 | 0.9936 |
| L-CAD (2024) | 7.43 | 28.73 | 23.86 | 0.9911 |
| Ours | 3.60 | 43.73 | 30.50 | 0.9946 |