Temporal frequency probing for 5D transient analysis of global light transport
Author(s) -
Matthew O’Toole,
Felix Heide,
Lei Xiao,
Matthias B. Hullin,
Wolfgang Heidrich,
Kiriakos N. Kutulakos
Publication year - 2014
Publication title -
acm transactions on graphics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.153
H-Index - 218
eISSN - 1557-7368
pISSN - 0730-0301
DOI - 10.1145/2601097.2601103
Subject(s) - projector , transient (computer programming) , computer science , computer vision , reflection (computer programming) , wavefront , global illumination , artificial intelligence , computational photography , optics , physics , image (mathematics) , image processing , rendering (computer graphics) , programming language , operating system
We analyze light propagation in an unknown scene using projectors and cameras that operate at transient timescales. In this new photography regime, the projector emits a spatio-temporal 3D signal and the camera receives a transformed version of it, determined by the set of all light transport paths through the scene and the time delays they induce. The underlying 3D-to-3D transformation encodes scene geometry and global transport in great detail, but individual transport components (e.g., direct reflections, inter-reflections, caustics, etc.) are coupled nontrivially in both space and time.\ud\udTo overcome this complexity, we observe that transient light transport is always separable in the temporal frequency domain. This makes it possible to analyze transient transport one temporal frequency at a time by trivially adapting techniques from conventional projector-to-camera transport. We use this idea in a prototype that offers three never-seen-before abilities: (1) acquiring time-of-flight depth images that are robust to general indirect transport, such as interreflections and caustics; (2) distinguishing between direct views of objects and their mirror reflection; and (3) using a photonic mixer device to capture sharp, evolving wavefronts of "light-in-flight"
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