We introduced a fully automated lens design algorithm that uses deep optics and differentiable ray tracing.
We propose a new hybrid ray-tracing and wave-propagation (ray-wave) model for accurate simulation of both optical aberrations and diffractive phase modulation.
We present DeepLens, a method to learn optical designs of compound lenses ab initio from randomly initialized surfaces without human intervention.