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LEARNING PART-BASED MODELS OF OBJECTS

  • US 20130279800A1
  • Filed: 04/23/2012
  • Published: 10/24/2013
  • Est. Priority Date: 04/23/2012
  • Status: Active Grant
First Claim
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1. A computer implemented method for learning part-based object models from a set of digital representations of images, the method comprising:

  • receiving a set of digital representations of images, each image having at least one object;

    for each image;

    extracting one or more shape features and appearance features from the image;

    generating one or more shape models of the object based on the shape features, a shape model corresponding to a part of the object;

    computing an appearance model for each shape model of the object based on the appearance features;

    selecting one or more shape models and appearance models as reference shape models and appearance models of the object; and

    storing the reference shape models and appearance models of the images.

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