HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields

Summary

HyperNeRF handles topological variations by modeling a family of shapes in a higher-dimensional space, thereby producing more realistic renderings and more accurate geometric reconstructions.