A new intrinsic decomposition method tackles a long-standing misattribution problem in point-based 3D scene reconstruction. Intrinsic PAPR replaces translucent volume aggregation with proximity-aware point rendering so each surface point can be supervised directly, improving albedo and novel-view results. It also adds a 2D albedo prior and multi-view consistency losses to handle monocular ambiguity.
arXiv cs.GR
arXiv cs.GR
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