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Compact light field photography towards versatile three-dimensional vision

Xiaohua Feng, Yayao Ma, Liang Gao

2022Nature Communications29 citationsDOIOpen Access PDF

Abstract

Inspired by natural living systems, modern cameras can attain three-dimensional vision via multi-view geometry like compound eyes in flies, or time-of-flight sensing like echolocation in bats. However, high-speed, accurate three-dimensional sensing capable of scaling over an extensive distance range and coping well with severe occlusions remains challenging. Here, we report compact light field photography for acquiring large-scale light fields with simple optics and a small number of sensors in arbitrary formats ranging from two-dimensional area to single-point detectors, culminating in a dense multi-view measurement with orders of magnitude lower dataload. We demonstrated compact light field photography for efficient multi-view acquisition of time-of-flight signals to enable snapshot three-dimensional imaging with an extended depth range and through severe scene occlusions. Moreover, we show how compact light field photography can exploit curved and disconnected surfaces for real-time non-line-of-sight 3D vision. Compact light field photography will broadly benefit high-speed 3D imaging and open up new avenues in various disciplines.

Topics & Concepts

PhotographyComputer scienceSnapshot (computer storage)Computer visionDepth of fieldLight fieldArtificial intelligenceSightOpticsField of viewComputational photographyComputer graphics (images)Image processingPhysicsImage (mathematics)ArtOperating systemVisual artsAdvanced Optical Sensing TechnologiesRandom lasers and scattering mediaOptical measurement and interference techniques
Compact light field photography towards versatile three-dimensional vision | Litcius