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[CVPR 2024 Oral] Rethinking Inductive Biases for Surface Normal Estimation

cvpr2024 deep-learning 3d-from-images surface-normal computer-vision surface-normals 3d-reconstruction surface-normals-estimation

Created 2024-02-29

18 commits to main branch, last one about a month ago

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214

mit

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[ICCV 2021 Oral] Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

iccv2021 uncertainty deep-learning surface-normal computer-vision surface-normals 3d-reconstruction uncertainty-estimation surface-normals-estimation

Created 2021-08-19

10 commits to main branch, last one about a year ago

9

171

mit

9

[BMVC 2022] IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty

bmvc2022 uncertainty deep-learning surface-normal computer-vision surface-normals depth-estimation 3d-reconstruction monocular-depth-estimation

Created 2022-10-06

15 commits to main branch, last one about a year ago

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145

other

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PyTorch implementation of cvpr2019 paper "Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres".

3d-rotation surface-normal viewpoint-pose machine-learning 3d-computer-vision

Created 2019-03-24

19 commits to master branch, last one 2 years ago