Holographic Phase Retrieval via Wirtinger Flow: Cartesian Form with Auxiliary Amplitude
<|reference_start|>Holographic Phase Retrieval via Wirtinger Flow: Cartesian Form with Auxiliary Amplitude: We propose a new gradient method for holography, where a phase-only hologram is parameterized by not only the phase but also amplitude. The key idea of our approach is the formulation of a phase-only hologram using an auxiliary amplitude. We optimize the parameters using the so-called Wirtinger flow algorithm in the Cartesian domain, which is a gradient method defined on the basis of the Wirtinger calculus. At the early stage of optimization, each element of the hologram exists inside a complex circle, and it can take a large gradient while diverging from the origin. This characteristic contributes to accelerating the gradient descent. Meanwhile, at the final stage of optimization, each element evolves along a complex circle, similar to previous state-of-the-art gradient methods. The experimental results demonstrate that our method outperforms previous methods, primarily due to the optimization of the amplitude.<|reference_end|>
@article{uchiyama2024holographic,
    title={Holographic Phase Retrieval via Wirtinger Flow: Cartesian Form with
  Auxiliary Amplitude},
    author={Ittetsu Uchiyama, Chihiro Tsutake, Keita Takahashi, Toshiaki Fujii},
    journal={Optics Express 32 (2024) 20600-20617},
    year={2024},
    doi={10.1364/OE.523855},
    archivePrefix={arXiv},
    eprint={2403.10560},
    primaryClass={cs.IT cs.GR cs.NA eess.IV math.IT math.NA}
}