A differentiable wave optics model for end-to-end imaging system optimization | SPIE Photonics West
Save the dates: 25 - 30 January 2025 Photonics West Conference 12903 Paper 12903-24 Paper 12903-24 A differentiable wave optics model for end-to-end imaging system optimization 30 January 2024 • 1:45 PM - 2:00 PM PST | Moscone Center, Room 156 (Upper Mezzanine South) Add to My Schedule Abstract Authors In imaging system design, computational applications and optical components are interdependent. End-to-end optimization, jointly optimizing hardware and software, is a prevalent approach. However, most optical simulators use ray optic models, which may lack real-world fidelity. We propose a differentiable wave optics model that accurately simulates light propagation. It exposes performance disparities among physical models. Integrated with unrolled FISTA and color filters, the system consistently yields clear measurements and accurate recovery. By noting the performance degradation caused by deviations from real-world physics, our wave optics model is a superior choice for end-to-end im
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