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 | Z. Teed, and J. Deng. "RAFT: Recurrent All-Pairs Field Transforms for Optical Flow." In European Conference on Computer Vision (ECCV), 2020.
Code: https://github.com/princeton-vl/RAFT
| 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+ |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6.790 | 6.426 | 64.087 | 5.999 | 39.481 | 4.107 | 27.088 | 5.250 | 30.183 | 3.134 | 5.301 | 41.403 |
| 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+ |
| 1.476 | 1.406 | 12.523 | 1.306 | 8.511 | 1.168 | 3.813 | 0.714 | 13.069 | 0.469 | 0.620 | 12.222 |
| 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+ |
| 3.198 | 3.019 | 31.379 | 2.773 | 20.776 | 2.335 | 9.731 | 2.094 | 19.979 | 1.355 | 3.148 | 18.751 |
| 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+ |
| 90.920 | 91.222 | 43.347 | 91.631 | 61.506 | 93.362 | 72.445 | 92.281 | 70.236 | 94.305 | 91.820 | 60.169 |
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