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CSE5519CSE5519 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 

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?

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CSE5519 Advances in Computer Vision (Topic D: 2023: Image and Video Generation)CSE5519 Advances in Computer Vision (Topic F: 2023: Representation Learning)