Mitigating the ambiguity problem in the CNN-based wavefront correction

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Chenda Lu, Qinghua Tian, Lei Zhu

    Optics Letters
    |July 1, 2022
    PubMed

    Abstract:

    In this work, we propose an attention-based adaptive optics method that uses a non-local block to integrate phase diversity with a convolutional neural network (CNN). The simulation results showcase the effectiveness of the proposed method to mitigate the ambiguity problem of phase retrieval and better performance than traditional CNN-based wavefront correction.

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