A differentiable coherent-PSF ray tracer with a memory-efficient manual backward pass enables joint optimization of lens surfaces and a restoration network, improving simulated image quality and pushing lenses toward the diffraction limit.
Deep optics for monocular depth estimation and 3d object detection,
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Successive optimization of optics and post-processing with differentiable coherent PSF operator and field information
A differentiable coherent-PSF ray tracer with a memory-efficient manual backward pass enables joint optimization of lens surfaces and a restoration network, improving simulated image quality and pushing lenses toward the diffraction limit.