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Optical Systems: Matrices and LensesCovers the 2x2 transfer matrix for optical systems and the characterization using height and angle parameters, along with lens systems and entrance pupils.
Image AcquisitionCovers the basics of image acquisition, including optical devices, resolution factors, lens distortions, and sensor technologies.
Aberrations: Optical SystemsExplores optical aberrations, alignment, focus, measurements, image analysis, and error correction in optical evaluations.
Pinhole Camera: BasicsCovers the basics of a pinhole camera and the impact of changing parameters on image quality.
Neural Networks OptimizationExplores neural networks optimization, including backpropagation, batch normalization, weight initialization, and hyperparameter search strategies.