TY  - JOUR
TI  - Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
AU  - Mueller, T.
AU  - Evans, A.
AU  - Schied, C.
AU  - Keller, A.
PY  - 2022
DA  - 2022/07//
JO  - ACM Transactions on Graphics (SIGGRAPH 2022)
AB  - Mueller et al. (2022) introduce a multiresolution hash encoding that replaces the large fully connected networks used in earlier NeRF methods, reducing training time from hours to seconds on a single consumer GPU. The result made neural scene capture practically accessible and is the direct technical antecedent of Nerfstudio and the subsequent 3D Gaussian splatting literature. For animation and VFX education, the paper marks the moment neural capture became teachable as a production workflow rather than a research experiment.
KW  - 3d-generation
KW  - vfx-production
KW  - production-practice
UR  - https://nvlabs.github.io/instant-ngp/
LA  - en
ER  -