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Two-Frame Motion Estimation Based on Polynomial Expansion
Linköping University, Department of Electrical Engineering, Computer Vision. Linköping University, The Institute of Technology.
2003 (English)In: SCIA13: Gothenburg, Sweden, 2003, 363-370 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a novel two-frame motion estimation algorithm. The first step is to approximate each neighborhood of both frames by quadratic polynomials, which can be done efficiently using the polynomial expansion transform. From observing how an exact polynomial transforms under translation a method to estimate displacement fields from the polynomial expansion coefficients is derived and after a series of refinements leads to a robust algorithm. Evaluation on the Yosemite sequence shows good results.

Place, publisher, year, edition, pages
2003. 363-370 p.
Series
Lecture Notes in Computer Science, 2749
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:liu:diva-21727OAI: oai:DiVA.org:liu-21727DiVA: diva2:273847
Available from: 2009-10-25 Created: 2009-10-05 Last updated: 2010-02-10

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Farnebäck, Gunnar

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CiteExportLink to record
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