Image Processing and Image Synthesis

Photographic Image Synthesis with Cascaded Refinement Networks

Project Overview

We are working on image processing and image synthesis. We are particularly interested in novel deep network architectures. We have shown that deep networks can be used to quickly and accurately perform advanced image processing. We have also developed deep network architectures that can synthesize photographic images.

Publications

Photographic Image Synthesis with Cascaded Refinement Networks

Fast Image Processing with Fully-Convolutional Networks

Learning to Inpaint for Image Compression