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Image-quality metrics for characterizing adaptive optics system performance

机译:表征自适应光学系统性能的图像质量指标

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摘要

Adaptive optics system (AOS) performance is a function of the system design, seeing conditions, and light level of the wave-front beacon. It is desirable to optimize the controllable parameters in an AOS to maximize some measure of performance. For this optimization to be useful, it is necessary that a set of image-quality metrics be developed that vary monotonically with the AOS performance under a wide variety of imaging environments. Accordingly, as conditions change, one can be confident that the computed metrics dictate appropriate system settings that will optimize performance. Three such candidate metrics are presented. The first is the Strehl ratio; the second is a novel metric that modifies the Strehl ratio by integration of the modulus of the average system optical transfer function to a noise-effective cutoff frequency at which some specified image spectrum signal-to-noise ratio level is attained; and the third is simply the cutoff frequency just mentioned. It is shown that all three metrics are correlated with the rms error (RMSE) between the measured image and the associated diffraction-limited image. Of these, the Strehl ratio and the modified Strehl ratio exhibit consistently high correlations with the RMSE across a broad range of conditions and system settings. Furthermore, under conditions that yield a constant average system optical transfer function, the modified Strehl ratio can still be used to delineate image quality, whereas the Strehl ratio cannot.
机译:自适应光学系统(AOS)的性能取决于系统设计,观察条件以及波前信标的光照水平。期望在AOS中优化可控参数以最大化某种性能度量。为了使这种优化有用,有必要开发一套图像质量指标,这些指标在多种成像环境下会随AOS性能而单调变化。因此,随着条件的变化,人们可以确信所计算的度量指示了将优化性能的适当系统设置。提出了三个这样的候选指标。首先是斯特列尔比率;第二种是一种新颖的度量,它通过将平均系统光学传递函数的模量积分到噪声有效截止频率来修改斯特列尔比率,在该频率下,达到一定的指定图像频谱信噪比水平。第三是刚才提到的截止频率。结果表明,所有三个指标都与测量图像和相关的衍射极限图像之间的均方根误差(RMSE)相关。其中,斯特列尔比和改进的斯特列尔比在各种条件和系统设置下均与RMSE始终保持高度相关。此外,在产生恒定平均系统光学传递函数的条件下,修改后的Strehl比仍然可以用来描述图像质量,而Strehl比则不能。

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