Performance of optical flow techniques

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Performance of optical flow techniques (1994)

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by J. L. Barron , D. J. Fleet , S. S. Beauchemin

Venue:	INTERNATIONAL JOURNAL OF COMPUTER VISION
Citations:	1324 - 32 self

BibTeX

@ARTICLE{Barron94performanceof,
    author = {J. L. Barron and D. J. Fleet and S. S. Beauchemin},
    title = {Performance of optical flow techniques},
    journal = {INTERNATIONAL JOURNAL OF COMPUTER VISION},
    year = {1994},
    volume = {12},
    pages = {43--77}
}

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Abstract

While different optical flow techniques continue to appear, there has been a lack of quantitative evaluation of existing methods. For a common set of real and synthetic image sequences, we report the results of a number of regularly cited optical flow techniques, including instances of differential, matching, energy-based and phase-based methods. Our comparisons are primarily empirical, and concentrate on the accuracy, reliability and density of the velocity measurements; they show that performance can differ significantly among the techniques we implemented.

Keyphrases

optical flow technique phase-based method synthetic image sequence quantitative evaluation different optical flow technique velocity measurement common set

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