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

Seeing Motion in the Dark

Hiding Video in Audio via Reversible Generative Models

Acoustic Non-Line-of-Sight Imaging

Zoom to Learn, Learn to Zoom

Events-to-Video: Bringing Modern Computer Vision to Event Cameras

Semi-parametric Image Synthesis

Learning to See in the Dark

Interactive Image Segmentation with Latent Diversity

Photographic Image Synthesis with Cascaded Refinement Networks

Fast Image Processing with Fully-Convolutional Networks

Learning to Inpaint for Image Compression