Foreground Estimation on Composition-1k
61.72SAD(6) ME + CE + Llap + Lf + L1 + Ls
Evaluation results
| Method | Links | ||
|---|---|---|---|
| (6) ME + CE + Llap + Lf + L1 + LsMatting Encoder=ME, Context Encoder=CE, Losses=Laplacian (Llap), Feature (Lf), L1, Social (Ls), Data Augmentation=None2019.09 | 61.72 | 3.24 | |
| (8) ME + CE + Llap + Lf + L1 + Ls + DA - ReJPEGingMatting Encoder=ME, Context Encoder=CE, Losses=Laplacian (Llap), Feature (Lf), L1, Social (Ls), Data Augmentation=Applied (ReJPEGing removed)2019.09 | 73.79 | 4.96 | |
| (9) ME + CE + Llap + Lf + L1 + Ls + DA - GaussianBlurMatting Encoder=ME, Context Encoder=CE, Losses=Laplacian (Llap), Feature (Lf), L1, Social (Ls), Data Augmentation=Applied (GaussianBlur removed)2019.09 | 85.8 | 7.1 | |
| (7) ME + CE + Llap + Lf + L1 + Ls + DAMatting Encoder=ME, Context Encoder=CE, Losses=Laplacian (Llap), Feature (Lf), L1, Social (Ls), Data Augmentation=Applied2019.09 | 94.41 | 8.67 | |
| Global Matting2019.09 | 220.39 | 36.29 | |
| Closed-Form Matting2019.09 | 254.15 | 40.89 | |
| KNN Matting2019.09 | 281.92 | 36.29 |