A compact factored representation of heterogeneous subsurface scattering

Pieter Peers, Karl Vom Berge, Wojciech Matusik, Ravi Ramamoorthi, Jason Lawrence, Szymon Rusinkiewicz, Philip Dutré

Research output: Chapter in Book/Report/Conference proceedingConference contribution

43 Scopus citations

Abstract

Many translucent materials exhibit heterogeneous subsurface scattering, which arises from complex internal structures. The acquisition and representation of these scattering functions is a complex problem that has been only partially addressed in previous techniques. Unlike homogeneous materials, the spatial component of heterogeneous subsurface scattering can vary arbitrarily over surface locations. Storing the spatial component without compression leads to impractically large datasets. In this paper, we address the problem of acquiring and compactly representing the spatial component of heterogeneous subsurface scattering functions. We propose a material model based on matrix factorization that can be mapped onto arbitrary geometry, and, due to its compact form, can be incorporated into most visualization systems with little overhead. We present results of several real-world datasets that are acquired using a projector and a digital camera.

Original languageEnglish (US)
Title of host publicationACM SIGGRAPH 2006 Papers, SIGGRAPH '06
Pages746-753
Number of pages8
DOIs
StatePublished - 2006
EventACM SIGGRAPH 2006 Papers, SIGGRAPH '06 - Boston, MA, United States
Duration: Jul 30 2006Aug 3 2006

Publication series

NameACM SIGGRAPH 2006 Papers, SIGGRAPH '06

Other

OtherACM SIGGRAPH 2006 Papers, SIGGRAPH '06
Country/TerritoryUnited States
CityBoston, MA
Period7/30/068/3/06

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition
  • Computer Graphics and Computer-Aided Design

Keywords

  • image-based acquisition
  • non-negative matrix factorization
  • subsurface scattering

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