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Lumigraph

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Computer Vision

Synonyms

Light Field

Related Concepts

Image-Based Rendering

Definition

A Lumigraph (also known as light field [1]; see http://graphics.stabford.edu/papers/light/ for a good explanation of the history, similarities, and differences between a light field and a Lumigraph.) is a four-dimensional representation of all the light rays passing through an empty volume of space [2]. It can be used to synthesize a novel image from any viewpoint within that space. The Lumigraph often refers to a light field augmented with a partial 3D model of the scene, which is used during the rendering process.

Background

If one considers a volume of empty space, the radiance of all the rays passing through this space can be organized in five dimensions, the three dimensions of space plus two dimensions for direction. This is known as the 5D plenoptic function of Adelson and Bergen [3, 4]. However, since radiance is constant along a ray in empty space, the space of all unique rays drops to four dimensions....

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References

  1. Levoy M, Hanrahan P (1996) Light field rendering. In: ACM SIGGRAPH 1996 conference proceedings, ACM SIGGRAPH, New Orleans, pp 31–42

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  2. Gortler SJ, Grzeszczuk R, Szeliski R, Cohen MF (1996) The Lumigraph. In: ACM SIGGRAPH 1996 conference proceedings, ACM SIGGRAPH, New Orleans, pp 43–54

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  3. Adelson EH, Bergen J (1991) The plenoptic function and the elements of early vision. In: Computational models of visual processing, MIT, Cambridge, MA, pp 3–20

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  4. McMillan L, Bishop G (1995) Plenoptic modeling: an image-based rendering system. In: ACM SIGGRAPH 1995 conference proceedings, Los Angeles, pp 39–46

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  5. Rademacher P, Bishop G (1998) Multiple-center-of-projection images. In: ACM SIGGRAPH 1998 conference proceedings, ACM SIGGRAPH, Orlando, pp 199–206

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  6. Buehler C, Bosse M, McMillan L, Gortler SJ, Cohen MF (2001) Unstructured Lumigraph rendering. In: Fiume E (ed) ACM SIGGRAPH 2001 conference proceedings, ACM/ACM SIGGRAPH, Los Angeles, pp 425–432

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  8. Ng R (2005) Fourier slice photography. ACM Trans Graph (Proc SIGGRAPH 2005) 24(3):735–744

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© 2014 Springer Science+Business Media New York

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Cohen, M.F., Szeliski, R. (2014). Lumigraph. In: Ikeuchi, K. (eds) Computer Vision. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-31439-6_8

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