Geo-ID enforces cross-view consistent PBR intrinsics at test time by coupling off-the-shelf single-view predictors through uncertainty-aware geometric consensus, without retraining or inverse rendering.
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Geo-ID: Test-Time Geometric Consensus for Cross-View Consistent Intrinsics
Geo-ID enforces cross-view consistent PBR intrinsics at test time by coupling off-the-shelf single-view predictors through uncertainty-aware geometric consensus, without retraining or inverse rendering.