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Lagevermessung in Bildern mit Hilfe von Korrelation und Eigenwertzerlegung

Position Measuring in Images using Correlation and Singular Value Decomposition

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Part of the book series: Informatik-Fachberichte ((INFORMATIK,volume 254))

Zusammenfassung

The paper describes the position estimation of objects in images using correlation and singular value decomposition (SVD). The correlation is well known as an optimal method for position estimation in the presence of white noise, however in practice the method is often discarded by the high computational burden. The SVD allows to reduce this computational burden considerabely without introducing any systematic error and typically only with a small degradation of the estimation variance. These features are prooven by simulations and real object measurements.

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Literatur

  1. Pratt, W.: Digital Image Processing

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  2. John Wiley & Sons, New York (1978)

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  3. Golub, H.; Reinsch, C.: Singular Value Decomposition and Least Squares Solutions

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© 1990 Springer-Verlag Berlin Heidelberg

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Knupfer, K., Großkopf, R., Südland, K. (1990). Lagevermessung in Bildern mit Hilfe von Korrelation und Eigenwertzerlegung. In: Großkopf, R.E. (eds) Mustererkennung 1990. Informatik-Fachberichte, vol 254. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-84305-1_61

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  • DOI: https://doi.org/10.1007/978-3-642-84305-1_61

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-53172-2

  • Online ISBN: 978-3-642-84305-1

  • eBook Packages: Springer Book Archive

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