315 citations · 1.2k across the 43 of their papers we have counts for
5 papers · 2 filters
Non-line-of-sight Imaging with Partial Occluders and Surface Normals
Felix Heide, Matthew O'Toole, Kai Zang +3
Imaging objects obscured by occluders is a significant challenge for many applications. A camera that could "see around corners" could help improve navigation and mapping capabilit…
Snapshot Difference Imaging using Time-of-Flight Sensors
Clara Callenberg, Felix Heide, Gordon Wetzstein +1
Computational photography encompasses a diversity of imaging techniques, but one of the core operations performed by many of them is to compute image differences. An intuitive appr…
Unrolled Optimization with Deep Priors
Steven Diamond, Vincent Sitzmann, Felix Heide +1
A broad class of problems at the core of computational imaging, sensing, and low-level computer vision reduces to the inverse problem of extracting latent images that follow a prio…
Discriminative Transfer Learning for General Image Restoration
Lei Xiao, Felix Heide, Wolfgang Heidrich +2
Recently, several discriminative learning approaches have been proposed for effective image restoration, achieving convincing trade-off between image quality and computational effi…
Dirty Pixels: Towards End-to-End Image Processing and Perception
Steven Diamond, Vincent Sitzmann, Frank Julca-Aguilar +3
Real-world imaging systems acquire measurements that are degraded by noise, optical aberrations, and other imperfections that make image processing for human viewing and higher-lev…