Method and apparatus for the classification of an article

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United States of America Patent

PATENT NO 5678677
SERIAL NO

08448360

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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In a process for the classification of an article such as a banknote described by of a k-dimensional feature vector (AGF) which is prepared by a preliminary processing system (7), a test specimen is either assigned to one of n target classes or classified as a counterfeit. For the n target classes n recognition units (15.1 to 15.n) are used, exactly one of the n target classes being recognisable by one recognition unit (15.j) using a respective feature vector (AGFj) prepared for that class. A recognised target class is transmitted by an output unit (14) to a service system (11). There are assigned to a target class in a learning phase several k-dimensional target vectors which are compared with the feature vector during the classification. The recognition unit (15.j) is advantageously a neural network, one neuron comparing the feature vector (AGFj) with one of the target vectors.

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Patent Owner(s)

Patent OwnerAddress
MEI INC1301 WILSON DRIVE WEST CHESTER PA 19380

International Classification(s)

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  • 1995 Application Filing Year
  • G07D Class
  • 66 Applications Filed
  • 39 Patents Issued To-Date
  • 59.10 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances19951996199719980255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Baudat, Gaston Geneva, CH 21 160

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Patent Citation Ranking

  • 21 Citation Count
  • G07D Class
  • 73.53 % this patent is cited more than
  • 28 Age
Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges18741311 - 1011 - 2021 - 3031 - 4041 - 5051 - 60012345678910111213141516171819

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