Dynamic multiresolution optical flow computation

Authors
  • N. Ohnishi
  • Y. Kameda
  • A. Imiya
  • L. Dorst ORCID logo
  • R. Klette
Publication date 2008
Host editors
  • G. Sommer
  • R. Klette
Book title Robot Vision
Book subtitle Second International Workshop, RobVis 2008, Auckland, New Zealand, February 18-20, 2008 : proceedings
ISBN
  • 9783540781561
ISBN (electronic)
  • 9783540781578
Series Lecture Notes in Computer Science
Event 2nd International Workshop on Robot Vision (RobVis 2008), Auckland, New Zealand
Pages (from-to) 1-15
Publisher Berlin: Springer
Organisations
  • Faculty of Science (FNWI) - Informatics Institute (IVI)
Abstract
This paper introduces a new algorithm for computing multi-resolution optical flow, and compares this new hierarchical method with the traditional combination of the Lucas-Kanade method with a pyramid transform. The paper shows that the new method promises convergent optical flow computation. Aiming at accurate and stable computation of optical flow, the new method propagates results of computations from low resolution images to those of higher resolution. The resolution of images increases this way for the sequence of images used in those calculations. The given input sequence of images defines the maximum of possible resolution.
Document type Conference contribution
Language English
Published at https://doi.org/10.1007/978-3-540-78157-8_1
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