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# CSE5519 Advances in Computer Vision (Topic E: 2023: Deep Learning for Geometric Computer Vision) # CSE5519 Advances in Computer Vision (Topic E: 2023: Deep Learning for Geometric Computer Vision)
## Guided Depth Super-Resolution by Deep Anisotropic Diffusion
[link to paper](https://openaccess.thecvf.com/content/CVPR2023/papers/Metzger_Guided_Depth_Super-Resolution_by_Deep_Anisotropic_Diffusion_CVPR_2023_paper.pdf)
Combining anisotropic diffusion (discretized version of the heat equation) with deep feature learning (CNN).
For upscaling.
>[!TIP]
>
> How the anisotropic diffusion adjustment steps are used to guide the super-resolution process? How the deep feature learning is used during the process?