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(1/2) ๐ข๐ข๐ขNeRSemble #SIGGRAPH'23! We reconstruct dynamic radiance fields for high-quality novel view synthesis of human heads. Key is a deformation field and an ensemble of multi-resolution hash encodings to model coarse & fine-scale deformations.
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Matthias Niessner3 ๅนดๅ
(2/2) To train our model, we record a novel multi-view video dataset from 16 cameras containing over 4700 sequences of human heads covering a variety of facial expressions. The dataset will be publicly available to advance research on high-fidelity human head reconstruction.

Tobias Kirschstein3 ๅนดๅ
Super excited to present NeRSemble at #SIGGRAPH2023 in the NeRFs for Avatars session happening tomorrow (Thursday) 3:45pm in Petree Hall C! Come by to chat about human-centric dynamic radiance fields and other face-related 3D topics!

Bobcat3 ๅนดๅ
That is just insane. You'll be outperforming ground truth in no time
