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Sensitivity analysis of AI-based algorithms for autonomous driving on optical wavefront aberrations induced by the windshield
To address this issue, this paper investigates the domain shift problem further by evaluating the sensitivity of two perception models to different windshield configurations.
Windscreen Optical Quality for AI Algorithms: Refractive Power and MTF not Sufficient
Further, as the industry is moving towards the modulation transfer function (MTF) as an alternative, we mathematically show that this metric cannot be used on windscreens alone, but that the windscreen forms a novel optical system together with the optics of the camera system.
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