Reflection Separation via Multi-bounce Polarization State Tracing

Abstract

Generalizes reflection removal to real-world complex light interactions. Learning framework for supervised reflection separation with a polarization-guided ray-tracing model. Uses a polarization sensor capturing 4 linearly polarized photos simultaneously. A new polarization-guided image formation model plus supervised learning for the ray-tracing model yields unprecedented reconstruction quality on real and synthetic data. († equal contribution)