Simple method for computing 3D motion and depth

David J. Heeger, Allan Jepson

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

Abstract

The nonlinear equation that relates the optical-flow field to 3-D motion and depth can be split by an exact algebraic manipulation to form three sets of equations. The first set relates the image velocities to the translational component of the 3-D motion alone. Thus, the depth and the rotational velocity need not be known or estimated prior to solving for the translational velocity. Once the translation has been recovered, the second set of equations can be used to solve for the rotational velocity. Finally, depth can be estimated with the third set of equations, given the recovered transaction and rotation. The algorithm applies to the general case of arbitrary motion with respect to an arbitrary scene. The authors show that the performance of the algorithm compares quite favorably with other proposed approaches.

Original languageEnglish (US)
Title of host publicationProc 3 Int Conf Comput Vision
PublisherPubl by IEEE
Pages96-100
Number of pages5
ISBN (Print)0818620579
StatePublished - 1990
EventProceedings 3rd International Conference on Computer Vision - Osaka, Jpn
Duration: Dec 4 1990Dec 7 1990

Publication series

NameProc 3 Int Conf Comput Vision

Other

OtherProceedings 3rd International Conference on Computer Vision
CityOsaka, Jpn
Period12/4/9012/7/90

ASJC Scopus subject areas

  • Engineering(all)

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  • Cite this

    Heeger, D. J., & Jepson, A. (1990). Simple method for computing 3D motion and depth. In Proc 3 Int Conf Comput Vision (pp. 96-100). (Proc 3 Int Conf Comput Vision). Publ by IEEE.