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A Theoretical Framework for Convex Regularizers in PDE-Based Computation of Image Motion (2000)  (Make Corrections)  (23 citations)
Joachim Weickert, Christoph Schnörr



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Abstract: Many differential methods for the recovery of the optic flow field from an image sequence can be expressed in terms of a variational problem where the optic flow minimizes some energy. Typically, these energy functionals consist of two terms: a data term, which requires e.g. that a brightness constancy assumption holds, and a regularizer that encourages global or piecewise smoothness of the flow field. In this paper we present a systematic classification of rotation invariant convex... (Update)

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14:   Determining optical flow (context) - Horn, Schunck - 1981
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BibTeX entry:   (Update)

Weickert J. and Schnorr C., A theoretical framework for convex regularizers in PDE-based computation of image motion, Tech. Rep. 13/2000, Computer Science Series, University of Mannheim, Germany, June 2000, to appear in International Journal of Computer Vision. http://citeseer.ist.psu.edu/weickert00theoretical.html   More

@misc{ weickert00theoretical,
  author = "J. Weickert and C. Schnorr",
  title = "A theoretical framework for convex regularizers in PDE-based computation
    of image motion",
  text = "Weickert J. and Schnorr C., A theoretical framework for convex regularizers
    in PDE-based computation of image motion, Tech. Rep. 13/2000, Computer Science
    Series, University of Mannheim, Germany, June 2000, to appear in International
    Journal of Computer Vision.",
  year = "2000",
  url = "citeseer.ist.psu.edu/weickert00theoretical.html" }
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