Paper ID: 2203.07904

Unsupervised Learning Based Focal Stack Camera Depth Estimation

Zhengyu Huang, Weizhi Du, Theodore B. Norris

We propose an unsupervised deep learning based method to estimate depth from focal stack camera images. On the NYU-v2 dataset, our method achieves much better depth estimation accuracy compared to single-image based methods.

Submitted: Mar 14, 2022