Recovery of surfaces and functions in high dimensions: sampling theory and links to neural networks

Qing Zou, Mathews Jacob

Several imaging algorithms including patch-based image denoising, image time series recovery, and convolutional neural networks can be thought of as methods that exploit the manifo…