L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
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L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
Nov. 1, 2022, 2 p.m. — Public
💡 submitted by spring team | S. Jiang, D. Campbell, Y. Lu, H. Li, and R. Hartley. "Learning to Estimate Hidden Motions with Global Motion Aggregation." In IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
Code: https://github.com/zacjiang/GMA
| 1px total |
1px low-detail |
1px high-detail |
1px matched |
1px unmatched |
1px rigid |
1px non-rigid |
1px not sky |
1px sky |
1px s0-10 |
1px s10-40 |
1px s40+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 7.074 | 6.699 | 66.203 | 6.281 | 39.892 | 4.276 | 28.247 | 5.614 | 29.263 | 3.645 | 5.389 | 40.327 |
| EPE total |
EPE low-detail |
EPE high-detail |
EPE matched |
EPE unmatched |
EPE rigid |
EPE non-rigid |
EPE not sky |
EPE sky |
EPE s0-10 |
EPE s10-40 |
EPE s40+ |
| 0.914 | 0.812 | 16.995 | 0.736 | 8.283 | 0.366 | 5.058 | 0.872 | 1.550 | 0.239 | 0.426 | 7.877 |
| Fl total |
Fl low-detail |
Fl high-detail |
Fl matched |
Fl unmatched |
Fl rigid |
Fl non-rigid |
Fl not sky |
Fl sky |
Fl s0-10 |
Fl s10-40 |
Fl s40+ |
| 3.079 | 2.876 | 35.110 | 2.633 | 21.541 | 2.032 | 11.004 | 2.229 | 15.996 | 1.336 | 3.100 | 17.602 |
| WAUC total |
WAUC low-detail |
WAUC high-detail |
WAUC matched |
WAUC unmatched |
WAUC rigid |
WAUC non-rigid |
WAUC not sky |
WAUC sky |
WAUC s0-10 |
WAUC s10-40 |
WAUC s40+ |
| 90.722 | 91.037 | 41.201 | 91.441 | 60.975 | 93.278 | 71.392 | 91.930 | 72.377 | 93.978 | 91.674 | 60.913 |
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