Open Turbulent Image Set (OTIS)
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866929568493862912 |
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| author | Ferrante, Nicholas B. Gilles, Jerome |
| author_facet | Ferrante, Nicholas B. Gilles, Jerome |
| contents | Long distance imaging is subject to the impact of the turbulent atmosphere. This results into geometric distortions and some blur effect in the observed frames. Despite the existence of several turbulence mitigation algorithms in the literature, no common dataset exists to objectively evaluate their efficiency. In this paper, we describe a new dataset called OTIS (Open Turbulent Images Set) which contains several sequences (either static or dynamic) acquired through the turbulent atmosphere. For almost all sequences, we provide the corresponding groundtruth in order to make the comparison between algorithms easier. We also discuss possible metrics to perform such comparisons. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_22791 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Open Turbulent Image Set (OTIS) Ferrante, Nicholas B. Gilles, Jerome Computer Vision and Pattern Recognition Long distance imaging is subject to the impact of the turbulent atmosphere. This results into geometric distortions and some blur effect in the observed frames. Despite the existence of several turbulence mitigation algorithms in the literature, no common dataset exists to objectively evaluate their efficiency. In this paper, we describe a new dataset called OTIS (Open Turbulent Images Set) which contains several sequences (either static or dynamic) acquired through the turbulent atmosphere. For almost all sequences, we provide the corresponding groundtruth in order to make the comparison between algorithms easier. We also discuss possible metrics to perform such comparisons. |
| title | Open Turbulent Image Set (OTIS) |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2410.22791 |