468 citations · 768 across the 16 of their papers we have counts for
5 papers · 1 filter
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…
A Rewriting System for Convex Optimization Problems
Akshay Agrawal, Robin Verschueren, Steven Diamond +1
We describe a modular rewriting system for translating optimization problems written in a domain-specific language to forms compatible with low-level solver interfaces. Translation…
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…
Multi-Period Trading via Convex Optimization
Stephen Boyd, Enzo Busseti, Steven Diamond +4
We consider a basic model of multi-period trading, which can be used to evaluate the performance of a trading strategy. We describe a framework for single-period optimization, wher…
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…