CATRF inserts standard codecs into the training loop of triplane radiance fields via straight-through estimation so the features adapt to codec distortions and achieve better rate-distortion performance for volumetric streaming.
Nerf- player: A streamable dynamic scene representation with de- composed neural radiance fields.IEEE Transactions on Visu- alization and Computer Graphics, 29(5):2732–2742
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CATRF: Codec-Adaptive TriPlane Radiance Fields for Volumetric Content Delivery
CATRF inserts standard codecs into the training loop of triplane radiance fields via straight-through estimation so the features adapt to codec distortions and achieve better rate-distortion performance for volumetric streaming.