Spring Dataset and Benchmark Logo

L. Mehl, J. Schmalfuss, A. Jahedi, Y. Nalivayko, A. Bruhn — University of Stuttgart

Not logged in | Login | Create Account

RAFT-Stereo

Nov. 1, 2022, 2 p.m.  —  Public

💡 submitted by spring team | L. Lipson, Z. Teed, and J. Deng. "RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching." In International Conference on 3D Vision (3DV), 2021.

Code: https://github.com/princeton-vl/RAFT-Stereo/

Stereo

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+
15.273 14.983 32.774 13.394 52.582 9.924 96.571 22.588 10.018 17.086
 
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+
3.025 3.041 2.016 2.722 9.037 0.678 38.684 7.692 0.688 1.147
 
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+
8.626 8.647 7.318 7.400 32.966 3.670 83.934 17.763 4.686 3.055
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
reference frame
Reference Frame
color visualization of disparity 1
Disparity 1 visualization
grayscale visualization of disparity 1 error
Disparity 1 error
Error visualization color code
blue to white to red error visualization color code