mlsanityData to 14 Oct 2026

Validation of image systems simulation technology using a Cornell Box

arXiv 2105.04106 ↗First posted 10 May 2021eess.IV cs.GRcited by 1

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Abstract (arXiv)

We describe and experimentally validate an end-to-end simulation of a digital camera. The simulation models the spectral radiance of 3D-scenes, formation of the spectral irradiance by multi-element optics, and conversion of the irradiance to digital values by the image sensor. We quantify the accuracy of the simulation by comparing real and simulated images of a precisely constructed, three-dimensional high dynamic range test scene. Validated end-to-end software simulation of a digital camera can accelerate innovation by reducing many of the time-consuming and expensive steps in designing, building and evaluating image systems.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 10 May 2021.

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