A switchable light field camera architecture with Angle Sensitive Pixels and dictionary-based sparse coding
Matthew Hirsch, S. Sivaramakrishnan, Suren Jayasuriya, Albert Z. Wang, Alyosha Christopher Molnar, Ramesh Raskar, Gordon Wetzstein · 2014
We propose a flexible light field camera architecture that is at the convergence of optics, sensor electronics, and applied mathematics. Through the co-design of a sensor that comprises tailored, Angle Sensitive Pixels and advanced reconstruction algorithms, we show that—contrary to light field cameras today—our system can use the same measurements captured in a single sensor image to recover either a high-resolution 2D image, a low-resolution 4D light field using fast, linear processing, or a high-resolution light field using sparsity-constrained optimization.