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Mip-NeRF
A Multiscale Representation for Anti-Aliasing Neural Radiance Fields
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Paper Website
Running Model
python scripts/run_train.py --config-name=graph_mipnerf.yaml
Overview
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The primary modification in MipNeRF is in the encoding for the field representation. With the modification the same mip-NeRF field can be use for the coarse and fine steps of the rendering hierarchy.
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In the field, the Positional Encoding (PE) is replaced with an Integrated Positional Encoding (IPE) that takes into account the size of the sample.