Deep learning for single view focal plane reconstruction in integral imaging

In this paper, we present a single view focal plane reconstruction by using deep learning in integral imaging system. To synthesize multi-views from single view, a learning-based method is used to generate depth information and render a Lambertian approximation based on a physically-based warping layer. Then we use the synthesized multi-view images to reconstruct focal plane. The experimental results show that the significant superiority of the proposed method.