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  • Cited by 228
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    • Publisher:
      Cambridge University Press
      Publication date:
      06 August 2009
      24 November 2005
      ISBN:
      9780511541087
      9780521571036
      9780521153485
      Dimensions:
      (247 x 174 mm)
      Weight & Pages:
      0.84kg, 404 Pages
      Dimensions:
      (244 x 170 mm)
      Weight & Pages:
      0.64kg, 404 Pages
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  • Selected: Digital
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    Book description

    Correlation is a robust and general technique for pattern recognition and is used in many applications, such as automatic target recognition, biometric recognition and optical character recognition. The design, analysis and use of correlation pattern recognition algorithms requires background information, including linear systems theory, random variables and processes, matrix/vector methods, detection and estimation theory, digital signal processing and optical processing. This book provides a needed review of this diverse background material and develops the signal processing theory, the pattern recognition metrics, and the practical application know-how from basic premises. It shows both digital and optical implementations. It also contains technology presented by the team that developed it and includes case studies of significant interest, such as face and fingerprint recognition. Suitable for graduate students taking courses in pattern recognition theory, whilst reaching technical levels of interest to the professional practitioner.

    Reviews

    Review of the hardback:' … well-written with many diagrams and gray-scale images to illustrate the concepts … would be especially useful for pattern recognition practitioners interested in expanding their tool dchest b eyond basic correlation.'

    Source: IAPR Newsletter

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