Deep photo: Model-based photograph enhancement and viewing

Johannes Kopf*, Boris Neubert, Billy Chen, Michael Cohen, Daniel Cohen-Or, Oliver Deussen, Matt Uyttendaele, Dani Lischinski

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

268 Scopus citations

Abstract

In this paper, we introduce a novel system for browsing, enhancing, and manipulating casual outdoor photographs by combining them with already existing georeferenced digital terrain and urban models. A simple interactive registration process is used to align a photograph with such a model. Once the photograph and the model have been registered, an abundance of information, such as depth, texture, and GIS data, becomes immediately available to our system. This information, in turn, enables a variety of operations, ranging from dehazing and relighting the photograph, to novel view synthesis, and overlaying with geographic information. We describe the implementation of a number of these applications and discuss possible extensions. Our results show that augmenting photographs with already available 3D models of the world supports a wide variety of new ways for us to experience and interact with our everyday snapshots.

Original languageAmerican English
Title of host publicationACM SIGGRAPH Asia 2008 Papers, SIGGRAPH Asia'08
StatePublished - 2008
EventACM SIGGRAPH Asia 2008 Papers, SIGGRAPH Asia 2008 - Singapore, Singapore
Duration: 10 Dec 200813 Dec 2008

Publication series

NameACM SIGGRAPH Asia 2008 Papers, SIGGRAPH Asia'08

Conference

ConferenceACM SIGGRAPH Asia 2008 Papers, SIGGRAPH Asia 2008
Country/TerritorySingapore
CitySingapore
Period10/12/0813/12/08

Keywords

  • Dehazing
  • Image completion
  • Image-based modeling
  • Image-based rendering
  • Photo browsing
  • Relighting

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