Instant uncertainty calibration of NERFs using a meta-calibrator
Neural Radiance Fields (NeRFs) have markedly improved novel view synthesis, but accurate uncertainty quantification in their image predictions remains an open problem. The prevailing methods for estimating uncertainty, including the state-of-the-art Density-aware NeRF Ensembles (DANE) [29], quantify...
Main Authors: | Amini-Naieni, N, Jakab, T, Vedaldi, A, Clark, R |
---|---|
Format: | Conference item |
Language: | English |
Published: |
IEEE
2024
|
Similar Items
-
COMBINING HOLOLENS WITH INSTANT-NERFS: ADVANCED REAL-TIME 3D MOBILE MAPPING
by: D. Haitz, et al.
Published: (2023-05-01) -
ISO Linear Calibration and Measurement Uncertainty of the Result Obtained With the Calibrated Instrument
by: Palenčár Jakub, et al.
Published: (2022-12-01) -
Calibrating violence risk assessments for uncertainty
by: Michael H Connors, et al.
Published: (2023-04-01) -
Bottom quark mass with calibrated uncertainty
by: Jens Erler, et al.
Published: (2022-11-01) -
Uncertainty Budget for a Traceable Operational Radiometric Calibration of Field Spectroradiometers, Calibration of the Heliosphere
by: Mike Werfeli, et al.
Published: (2024-01-01)