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Image Pattern Recognition with Separable Trade-Off Correlation Filters

  • Conference paper
Advanced Concepts for Intelligent Vision Systems (ACIVS 2005)

Part of the book series: Lecture Notes in Computer Science ((LNIP,volume 3708))

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Abstract

In this paper, a method to design separable trade-off correlation filters for optical pattern recognition is developed. The proposed method not only is able to include the information about de desirable peak correlation value but also is able to minimize both the average correlation energy and the effect of additive noise on the correlation output. These optimization criteria are achieved by employing multiple training objects. The main advantage of the method is based on using multiple information for improving the optical pattern recognition work on images with various objects. The separable Trade-off filter is experimentally tested by using both digital and optical pattern recognition.

Financed by Fondo Nacional de Desarrollo Científico y Tecnológico Proyecto Fondecyt No 1010532 and No 1040946; Dirección General de Enseñanza Superior del Ministerio de Educación y Cultura Proyecto No BFM2003-06273-C02-01 and Proyecto de Investigación Conjunta dentro del Programa de Cooperación Científica con Iberoamérica DURSI-CONICYT ACI2003-51.S.T acknowledges support by grant Milenio ICM P02-049.

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Author information

Authors and Affiliations

  1. Department of Electrical Engineering, University of La Frontera, Casilla 54-D, Temuco, Chile

    César San Martín

  2. Department of Science Physics, University of La Frontera, Casilla 54-D, Temuco, Chile

    Asticio Vargas

  3. Department of Physics, University of Barcelona, 08193, Bellaterra, Barcelona, España

    Juan Campos

  4. Department of Electrical Engineering, University of Concepción, Casilla 160-C, Concepción, Chile

    César San Martín & Sergio Torres

Authors
  1. César San Martín
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  2. Asticio Vargas
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  3. Juan Campos
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  4. Sergio Torres
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Editor information

Editors and Affiliations

  1. DGA/D4S/MRIS, 94114, Arcueil, France

    Jacques Blanc-Talon

  2. Ghent University, 9000, Gent, Belgium

    Wilfried Philips

  3. Wireless Technologies Lab, CSIRO ICT Centre, NSW 2122, Marsfield, Australia

    Dan Popescu

  4. University of Antwerp, 2610, Wilrijk, Belgium

    Paul Scheunders

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© 2005 Springer-Verlag Berlin Heidelberg

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Martín, C.S., Vargas, A., Campos, J., Torres, S. (2005). Image Pattern Recognition with Separable Trade-Off Correlation Filters. In: Blanc-Talon, J., Philips, W., Popescu, D., Scheunders, P. (eds) Advanced Concepts for Intelligent Vision Systems. ACIVS 2005. Lecture Notes in Computer Science, vol 3708. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11558484_21

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  • DOI: https://doi.org/10.1007/11558484_21

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29032-2

  • Online ISBN: 978-3-540-32046-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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