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Unsupervised Learning Based Focal Stack Camera Depth Estimation

Image and Video Processing 2022-08-10 v2 Computer Vision and Pattern Recognition Machine Learning
Authors: Zhengyu Huang , Weizhi Du , Theodore B. Norris
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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.

Keywords

computational imaging image enhancement and restoration computer vision and image classification

Cite

@article{arxiv.2203.07904,
  title  = {Unsupervised Learning Based Focal Stack Camera Depth Estimation},
  author = {Zhengyu Huang and Weizhi Du and Theodore B. Norris},
  journal= {arXiv preprint arXiv:2203.07904},
  year   = {2022}
}

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