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Target-independent dynamic wavefront sensing method based on distorted grating and deep learning
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作者 葛欣兰 朱里程 +5 位作者 高泽宇 王宁 赵旺 叶红卫 王帅 杨平 《Chinese Optics Letters》 SCIE EI CAS CSCD 2023年第6期1-5,共5页
A real-time wavefront sensing method for arbitrary targets is proposed,which provides an effective way for diversified wavefront sensing application scenarios.By using a distorted grating,the positive and negative def... A real-time wavefront sensing method for arbitrary targets is proposed,which provides an effective way for diversified wavefront sensing application scenarios.By using a distorted grating,the positive and negative defocus images are simultaneously acquired on a single detector.A fine feature,which is independent of the target itself but corresponding to the wavefront aberration,is defined.A lightweight and efficient network combined with an attention mechanism[AM-EffNet]is proposed to establish an accurate mapping between the features and the incident wavefronts.Comparison results show that the proposed method has superior performance compared to other methods and can achieve high-accuracy wavefront sensing in varied target scenes only by using the point target dataset to train the network well. 展开更多
关键词 wavefront sensing distorted grating fine feature
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