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RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
May 14, 2025
Schmalfuss, Jenny; Oei, Victor; Mehl, Lukas; Bartsch, Madlen; Agnihotri, Shashank; Keuper, Margret; Bruhn, Andres, 2025, "RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo", https://doi.org/10.18419/DARUS-5047, DaRUS, V1
The RobustSpring dataset contains the image corruption data files for scene flow, optical flow and stereo estimation with the Spring dataset. Note that this repository contains only the Spring test data files. For easier handling, we organized them into sub-directories by image corruption type: brightness.zip : brightness image corruption contrast....
brightness.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 6.1 GB - MD5: fd328272ee8258f40ff60cd1d2788495
contrast.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 2.8 GB - MD5: 9df74aff27e78a82e95aa69b06f450a0
defocus_blur.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 2.7 GB - MD5: 0a6670887db444cf108c9a989f93f921
elastic_transform.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 5.0 GB - MD5: a766ba2e5f5eacf1e10372929d0a2f04
fog.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 4.1 GB - MD5: 938c6fd2196df97241514bf9ad0f19df
frost.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 6.1 GB - MD5: ef541d3a61960d547616b35ef83ef01c
gaussian_blur.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 2.4 GB - MD5: 55f0fbe8cc735bade8f79f1f16bf6e37
gaussian_noise.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 10.7 GB - MD5: a153d4a4f00cfead85c9f02915e16176
glass_blur.zip
May 14, 2025 - RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
ZIP Archive - 3.1 GB - MD5: 430c2b03099f2d1247a086ee79899898
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