Spring: L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart
RobustSpring: V. Oei, J. Schmalfuss, L. Mehl, M. Bartsch, S. Agnihotri, M. Keuper, A. Bulling, A. Bruhn — University of Stuttgart, University of Mannheim, MPI for Informatics
March 7, 2025, 11:25 a.m. — Public
đŸ’¡ submitted by spring team | F. Zhang, V. Prisacariu, R. Yang, and P. HS Torr. "GA-Net: Guided Aggregation Net for End-to-end Stereo Matching." In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
| 1px total |
1px low-detail |
1px high-detail |
1px matched |
1px unmatched |
1px not sky |
1px sky |
1px s0-10 |
1px s10-40 |
1px s40+ |
|---|---|---|---|---|---|---|---|---|---|
| 27.912 | 27.732 | 38.811 | 25.560 | 74.617 | 23.282 | 98.285 | 38.298 | 20.155 | 31.369 |
| Abs total |
Abs low-detail |
Abs high-detail |
Abs matched |
Abs unmatched |
Abs not sky |
Abs sky |
Abs s0-10 |
Abs s10-40 |
Abs s40+ |
| 5.287 | 5.283 | 5.508 | 4.278 | 25.314 | 2.182 | 52.472 | 11.075 | 2.328 | 3.142 |
| D1 total |
D1 low-detail |
D1 high-detail |
D1 matched |
D1 unmatched |
D1 not sky |
D1 sky |
D1 s0-10 |
D1 s10-40 |
D1 s40+ |
| 11.561 | 11.537 | 12.979 | 9.365 | 55.152 | 7.363 | 75.363 | 18.740 | 8.314 | 7.637 |
| 1px total |
Abs total |
D1 total |
|---|---|---|
| 44.710 | 6.440 | 10.860 |
| Corruption | 1px | Abs | D1 |
|---|---|---|---|
| Brightness | 12.460 | 2.480 | 4.610 |
| Contrast | 18.020 | 2.720 | 5.490 |
| Saturate | 16.690 | 3.530 | 5.770 |
| Defocus Blur | 41.320 | 3.290 | 4.680 |
| Gaussian Blur | 47.970 | 3.550 | 4.980 |
| Glass Blur | 71.450 | 4.330 | 5.180 |
| Motion Blur | 16.990 | 2.270 | 4.260 |
| Zoom Blur | 74.290 | 8.180 | 14.800 |
| Gaussian Noise | 49.200 | 7.900 | 13.170 |
| Impulse Noise | 51.640 | 8.180 | 12.700 |
| Speckle Noise | 55.360 | 7.640 | 13.630 |
| Shot Noise | 49.360 | 6.950 | 11.980 |
| Pixelate | 62.710 | 4.000 | 4.600 |
| JPEG Compression | 65.920 | 7.410 | 11.190 |
| Elastic Transform | 87.380 | 6.890 | 8.860 |
| Fog | 21.360 | 9.690 | 12.450 |
| Frost | 39.740 | 9.840 | 20.930 |
| Rain | 49.080 | 11.440 | 22.550 |
| Snow | 35.160 | 11.830 | 22.940 |
| Spatter | 28.000 | 6.750 | 12.420 |
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