Interactive image-based rendering using feature globalization

Daniel G. Aliaga, Dimah Yanovsky, Thomas Funkhouser, Ingrid Carlbom

Research output: Contribution to conferencePaper

10 Scopus citations

Abstract

Image-based rendering (IBR) systems enable virtual walkthroughs of photorealistic environments by warping and combining reference images to novel viewpoints under interactive user control. A significant challenge in such systems is to automatically compute image correspondences that enable accurate image warping. In this paper, we describe a new algorithm for computing a globally consistent set of image feature correspondences across a wide range of viewpoints suitable for IBR walkthroughs. We first detect point features in a dense set of omnidirectional images captured on an eye-height plane. Then, we track these features from image to image, identifying potential correspondences when two features track to the same position in the same image. Among the potential correspondences, we select the maximal consistent set using a greedy graph-labeling algorithm. A key feature of our approach is that it exploits the multiple paths that can be followed between images in order to increase the number of feature correspondences between distant images. We demonstrate the benefits of this approach in a real-time IBR walkthrough system where novel images are reconstructed as the user moves interactively.

Original languageEnglish (US)
Pages163-170
Number of pages8
DOIs
StatePublished - 2003
EventACM SIGGRAPH 2003 Symposium on Interactive 3D Graphics - Monterey,CA, United States
Duration: Apr 27 2003Apr 30 2003

Other

OtherACM SIGGRAPH 2003 Symposium on Interactive 3D Graphics
CountryUnited States
CityMonterey,CA
Period4/27/034/30/03

All Science Journal Classification (ASJC) codes

  • Software
  • Human-Computer Interaction
  • Computer Graphics and Computer-Aided Design

Keywords

  • Correspondence
  • Image features
  • Image-based rendering
  • Interactive
  • Reconstruction

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  • Cite this

    Aliaga, D. G., Yanovsky, D., Funkhouser, T., & Carlbom, I. (2003). Interactive image-based rendering using feature globalization. 163-170. Paper presented at ACM SIGGRAPH 2003 Symposium on Interactive 3D Graphics, Monterey,CA, United States. https://doi.org/10.1145/641480.641511