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WeisongZhao/AdaptiveOptics.simulation
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The simulation generates the aberrated PSF on the pupil with Zernike polynomial 5-22 orders, and corrects them with different methods:
- GA (Genetic Algorithm).1000+measurements
- Modal method.350+measurements
- SPGD (Stochastic Parallel Gradient Descent).250+measurements
- Optimal Modal method.150+measurements
All the methods follow the basic direction---> Estimate the Zernike polynomial coefficients based on images with some of measurements.
A comparison of different metrics (the steeper the curve, the better the metric).
- M1: Variance (
aberration.m); - M2: Sharpness (
aberration2.m); - M3: Gradient (
aberration3.m); - M4: Summation (
aberration4.m).
This repo. is made just for self using. It may have bugs or trouble. You can contact me with a github issue.
If you find it useful, please cite our work:
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Simulation for sensorless adaptive optics (Confocal microscopy, Modal method)
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