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The performance of a modern multi-frame blind deconvolution (MFBD) technique is characterized versus Strehl ratio utilizing a wave-optics simulation. Modern MFBD performs a nonlinear optimization of the likelihood of the data by varying the underlying image, constrained by positivity and support constraints. Because such algorithms are not believed to be amenable to analysis, the characterization is performed utilizing a wave-optics simulation with varying turbulence strengths, a variety of adaptive optics (AO) configurations in up-looking geometries, and diverse objects. The imaging performance of the MFBD algorithm is characterized in terms of normalized cross-correlation. The results indicate that utilizing both MFBD and low-resolution AO can provide acceptable images that are up to 3 Mv dimmer than either MFBD alone or high-resolution AO alone.
R. Holmes andM. Werth
"A characterization of MFBD performance with partial adaptive optics compensation", Proc. SPIE 11508, Unconventional Imaging and Adaptive Optics 2020, 115080A (20 August 2020); https://doi.org/10.1117/12.2565813
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R. Holmes, M. Werth, "A characterization of MFBD performance with partial adaptive optics compensation," Proc. SPIE 11508, Unconventional Imaging and Adaptive Optics 2020, 115080A (20 August 2020); https://doi.org/10.1117/12.2565813