mlsanityData to 7 Oct 2026

Generalized Scene Reconstruction

arXiv 1803.08496 ↗First posted 22 Mar 2018cs.CVcited by 1

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Abstract (arXiv)

A new passive approach called Generalized Scene Reconstruction (GSR) enables "generalized scenes" to be effectively reconstructed. Generalized scenes are defined to be "boundless" spaces that include non-Lambertian, partially transmissive, textureless and finely-structured matter. A new data structure called a plenoptic octree is introduced to enable efficient (database-like) light and matter field reconstruction in devices such as mobile phones, augmented reality (AR) glasses and drones. To satisfy threshold requirements for GSR accuracy, scenes are represented as systems of partially polarized light, radiometrically interacting with matter. To demonstrate GSR, a prototype imaging polarimeter is used to reconstruct (in generalized light fields) highly reflective, hail-damaged automobile body panels. Follow-on GSR experiments are described.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 22 Mar 2018.

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