DocumentCode :
2590624
Title :
A theory of inverse light transport
Author :
Seitz, Steven M. ; Matsushita, Yasuyuki ; Kutulakos, Kiriakos N.
Author_Institution :
Washington Univ.
Volume :
2
fYear :
2005
fDate :
17-21 Oct. 2005
Firstpage :
1440
Abstract :
In this paper we consider the problem of computing and removing interreflections in photographs of real scenes. Towards this end, we introduce the problem of inverse light transport - given a photograph of an unknown scene, decompose it into a sum of n-bounce images, where each image records the contribution of light that bounces exactly n times before reaching the camera. We prove the existence of a set of interreflection cancelation operators that enable computing each n-bounce image by multiplying the photograph by a matrix. This matrix is derived from a set of "impulse images" obtained by probing the scene with a narrow beam of light. The operators work under unknown and arbitrary illumination, and exist for scenes that have arbitrary spatially-varying BRDFs. We derive a closed-form expression for these operators in the Lambertian case and present experiments with textured and untextured Lambertian scenes that confirm our theory\´s predictions
Keywords :
cameras; image processing; photography; reflectivity; Lambertian case; Lambertian scenes; arbitrary illumination; image records; interreflection cancelation operators; interreflections; inverse light transport theory; n-bounce images; photographs; Asia; Cameras; Computer graphics; Computer vision; Inverse problems; Layout; Lighting; Matrix decomposition; Optical propagation; Shape measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on
Conference_Location :
Beijing
ISSN :
1550-5499
Print_ISBN :
0-7695-2334-X
Type :
conf
DOI :
10.1109/ICCV.2005.25
Filename :
1544888
Link To Document :
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