Speckle suppression in holographic phase fringe patterns with different level noises based on FFDNet
In this paper, an ANLVENet speckle suppression method in holographic phase fringe patterns with different level noises is proposed based on FFDNet, combined with asymmetric pyramid non-local block with a verge extraction module. The experimental results are compared to three network models and sever...
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| Veröffentlicht in: | Applied optics (2004) 2024-01, Vol.63 (1), p.77-84 |
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| container_title | Applied optics (2004) |
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| creator | Liu, Yun Wu, Xiaoqiang Kang, Qi Gao, Jiahao Jiao, Mingxing Xing, Junhong Wang, Xian Li, Hequn |
| description | In this paper, an ANLVENet speckle suppression method in holographic phase fringe patterns with different level noises is proposed based on FFDNet, combined with asymmetric pyramid non-local block with a verge extraction module. The experimental results are compared to three network models and several representative algorithms. It is shown that the ANLVENet method not only has better superiority in the speckle suppression with different noise levels, but also preserves more details of the image edge. In addition, another speckle noise model is applied in the phase fringe patterns to prove the stronger generalization of the ANLVENet algorithm. The proposed method is suitable for suppressing the speckle with different levels in a large noise range under complex environmental conditions. |
| doi_str_mv | 10.1364/AO.502343 |
| format | Article |
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| ispartof | Applied optics (2004), 2024-01, Vol.63 (1), p.77-84 |
| issn | 1559-128X 2155-3165 1539-4522 |
| language | eng |
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| source | Alma/SFX Local Collection; Optica Publishing Group Journals |
| subjects | Algorithms Diffraction patterns Holography Noise levels |
| title | Speckle suppression in holographic phase fringe patterns with different level noises based on FFDNet |
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