AI RESEARCH
Geo-ID: Test-Time Geometric Consensus for Cross-View Consistent Intrinsics
arXiv CS.CV
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ArXi:2603.13859v1 Announce Type: new Intrinsic image decomposition aims to estimate physically based rendering (PBR) parameters such as albedo, roughness, and metallicity from images. While recent methods achieve strong single-view predictions, applying them independently to multiple views of the same scene often yields inconsistent estimates, limiting their use in downstream applications such as editable neural scenes and 3D reconstruction.