Perception-motivated interpolation of image sequences

Timo Stich, Christian Linz, Christian Wallraven, Douglas Cunningham, Marcus Magnor

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

22 Citations (Scopus)

Abstract

We present a method for image interpolation which is able to create high-quality, perceptually convincing transitions between recorded images. By implementing concepts derived from human vision, the problem of a physically correct image interpolation is relaxed to an image interpolation that is perceived as physically correct by human observers. We find that it suffices to focus on exact edge correspondences, homogeneous regions and coherent motion to compute such solutions. In our user study we confirm the visual quality of the proposed image interpolation approach. We show how each aspect of our approach increases the perceived quality of the interpolation results, compare the results obtained by other methods and investigate the achieved quality for different types of scenes.

Original languageEnglish
Title of host publicationAPGV 2008 - Proceedings of the Symposium on Applied Perception in Graphics and Visualization
Pages97-105
Number of pages9
DOIs
Publication statusPublished - 2008
Externally publishedYes
EventSymposium on Applied Perception in Graphics and Visualization, APGV 2008 - Los Angeles, CA, United States
Duration: 2008 Aug 92008 Aug 10

Publication series

NameAPGV 2008 - Proceedings of the Symposium on Applied Perception in Graphics and Visualization

Other

OtherSymposium on Applied Perception in Graphics and Visualization, APGV 2008
CountryUnited States
CityLos Angeles, CA
Period08/8/908/8/10

Keywords

  • Image interpolation
  • Morphing
  • Perception

ASJC Scopus subject areas

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

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  • Cite this

    Stich, T., Linz, C., Wallraven, C., Cunningham, D., & Magnor, M. (2008). Perception-motivated interpolation of image sequences. In APGV 2008 - Proceedings of the Symposium on Applied Perception in Graphics and Visualization (pp. 97-105). (APGV 2008 - Proceedings of the Symposium on Applied Perception in Graphics and Visualization). https://doi.org/10.1145/1394281.1394299