NeRSemble #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.
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!
Video: https://youtu.be/a-OAWqBzldU