Unsupervised Learning Based Focal Stack Camera Depth Estimation

Zhengyu Huang,Weizhi Du,Theodore B. Norris

Conference on Lasers and Electro-Optics（2022）

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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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Key words

focal stack camera depth estimation,unsupervised deep learning,focal stack camera images,NYU-v2 dataset,depth estimation accuracy,single-image based methods

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