Unsupervised Learning Based Focal Stack Camera Depth Estimation
About
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.
Zhengyu Huang, Weizhi Du, Theodore B. Norris• 2022
Related benchmarks
| Task | Dataset | Result | Rank | |
|---|---|---|---|---|
| Depth Estimation | NYU v2 (test) | Threshold Accuracy (delta < 1.25)95.9 | 438 |
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