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Method and apparatus for object recognition using probability models

  • US 20050105780A1
  • Filed: 12/15/2003
  • Published: 05/19/2005
  • Est. Priority Date: 11/14/2003
  • Status: Active Grant
First Claim
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1. A method for automatically recognizing or verifying objects in a digital image, said method comprising:

  • accessing digital image data containing an object of interest therein;

    detecting an object of interest in said digital image data;

    normalizing said object of interest to generate a normalized object representation;

    extracting a plurality of features from said normalized object representation; and

    applying each extracted feature to a previously-determined additive probability model to determine the likelihood that the object of interest belongs to an existing class.

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