Image restoration
Image Restoration is the operation of taking a corrupt/noisy image and estimating the clean, original image. Corruption may come in many forms such as motion blur, noise and camera mis-focus.[1] Image restoration is performed by reversing the process that blurred the image and such is performed by imaging a point source and use the point source image, which is called the Point Spread Function (PSF) to restore the image information lost to the blurring process.
Deep learning based
- Image Inpainting for Irregular Holes Using Partial Convolutions
- https://arxiv.org/pdf/1804.07723.pdf
- https://news.developer.nvidia.com/new-ai-imaging-technique-reconstructs-photos-with-realistic-results/?ncid=nv-twi-37107