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Unsupervised Learning Based Focal Stack Camera Depth Estimation

14 March 2022
Zhengyu Huang
Weizhi Du
Theodore Norris
    MDE
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Abstract

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.

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