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  4. Optical flow estimation - advances and comparisons
 
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1994
Conference Paper
Title

Optical flow estimation - advances and comparisons

Abstract
This contribution investigates local differential techniques for estimating optical flow and its derivatives based on the brightness change constraint. By using the tensor calculus representation we build the Taylow expansion of the gray-value derivatives as well as of the optical flow in a spatiotemporal neighborhood. Such a formulation simplifies a unifying framework for all existing local differential approaches and allows to derive new systems of equations to estimate the optical flow and its derivatives. We also tested various optical flow estimation approaches on real image sequences recorded by a calibrated camera fixed on the arm of a robot. By moving the arm of the robot along a precisely defined trajectory we can determine the true displacement rate of scene surface elements projected into the image plane and compare it quantitatively with the results of different optical flow estimators.
Author(s)
Otte, M.
Nagel, H.-H.
Mainwork
Computer Vision. ECCV '94. Proceedings. Vol.1  
Conference
European Conference on Computer Vision (ECCV) 1994  
Language
English
IITB  
Keyword(s)
  • approach

  • comparison

  • first order optical flow

  • gradient-based estimation

  • ground truth

  • optical flow estimation

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