CLONE estimates surface normals from images via a differentiable 3D Gaussian splatting loop, using photometric loss instead of normal labels.
Depth and surface normal estimation from monocular images using regression on deep features and hierarchical crfs
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CLONE: Continuous Latent Optimization for Normal Estimation via 3D Gaussian Splatting
CLONE estimates surface normals from images via a differentiable 3D Gaussian splatting loop, using photometric loss instead of normal labels.