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44 lines
1000 B
Markdown
44 lines
1000 B
Markdown
# Mip-NeRF
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<h4>A Multiscale Representation for Anti-Aliasing Neural Radiance Fields</h4>
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```{button-link} https://jonbarron.info/mipnerf/
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:color: primary
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:outline:
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Paper Website
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```
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### Running Model
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```bash
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ns-train mipnerf
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```
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## Overview
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```{image} imgs/mipnerf/models_mipnerf_pipeline-light.png
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:align: center
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:class: only-light
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```
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```{image} imgs/mipnerf/models_mipnerf_pipeline-dark.png
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:align: center
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:class: only-dark
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```
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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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```{image} imgs/mipnerf/models_mipnerf_field-light.png
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:align: center
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:class: only-light
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:width: 400
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```
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```{image} imgs/mipnerf/models_mipnerf_field-dark.png
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:align: center
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:class: only-dark
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:width: 400
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```
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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.
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