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UnsupervisedMulti-ViewObjectSegmentationUsing RadianceFieldPropagation

Neural Information Processing Systems

We present radiance field propagation (RFP), a novel approach to segmenting objects in 3D during reconstruction given only unlabeled multi-view images of a scene. RFP is derived from emerging neural radiance field-based techniques, whichjointlyencodes semantics withappearance andgeometry.