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adding the link for the paper page and fixing image paths (#3132)

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* bionerf markdown file
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docs/nerfology/methods/bionerf.md
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@ -2,7 +2,7 @@
<h4> Biologically Plausible Neural Radiance Fields for View Synthesis</h4>
```{button-link} https://arxiv.org/pdf/2402.07310
```{button-link} https://leandropassosjr.github.io/BioNeRF/
:color: primary
:outline:
Paper Website
@ -19,7 +19,7 @@ Official Code
:outline:
Nerfstudio add-on code
```
![examples](https://leandropassosjr.github.io/BioNeRF/assets/gifs.gif)<br>
![examples](https://leandropassosjr.github.io/BioNeRF/static/images/gifs.gif)<br>
**Biologically Plausible Neural Radiance Fields**
@ -43,7 +43,7 @@ ns-train bionerf --help
## Pipeline
![pipeline](https://leandropassosjr.github.io/BioNeRF/assets/BioNeRF.png)<br>
![pipeline](https://leandropassosjr.github.io/BioNeRF/static/images/BioNeRF.png)<br>
Here is an overview pipeline for BioNeRF, we will walk through each component in this guide.
@ -69,7 +69,7 @@ This step is responsible for adding contextual information to BioNeRF. Two new e
| SSIM | 0.927 | 0.957 | 0.965 | 0.874 | 0.978 | 0.977 | 0.963 | 0.980 | 0.953 |
| LPIPS | 0.047 | 0.018 | 0.017 | 0.068 | 0.018 | 0.011 | 0.016 | 0.010 | 0.026 |
<img src='https://leandropassosjr.github.io/BioNeRF/assets/blender.jpeg'/>
<img src='https://leandropassosjr.github.io/BioNeRF/static/images/blender.jpeg'/>
Ground-truth (top) and synthetic view (bottom) images generated by BioNeRF regarding four Realistic Blender dataset’s scenes.
@ -81,6 +81,6 @@ Ground-truth (top) and synthetic view (bottom) images generated by BioNeRF regar
| SSIM | 0.837 | 0.873 | 0.914 | 0.882 | 0.796 | 0.714 | 0.911 | 0.911 | 0.861 |
| LPIPS | 0.093 | 0.055 | 0.025 | 0.070 | 0.103 | 0.122 | 0.029 | 0.044 | 0.068 |
<img src='https://leandropassosjr.github.io/BioNeRF/assets/llff.jpeg'/>
<img src='https://leandropassosjr.github.io/BioNeRF/static/images/llff.jpeg'/>
Ground-truth (top) and synthetic view (bottom) images generated by BioNeRF regarding four LLFF dataset’s scenes.