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DEVICES, SYSTEMS, AND METHODS FOR LEARNING A DISCRIMINANT IMAGE REPRESENTATION

  • US 20150131899A1
  • Filed: 11/13/2013
  • Published: 05/14/2015
  • Est. Priority Date: 11/13/2013
  • Status: Active Grant
First Claim
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1. A method comprising:

  • obtaining a set of low-level features from an image;

    generating a high-dimensional generative representation of the image based on the low-level features;

    generating a lower-dimensional representation of the image based on the high-dimensional generative representation of the image;

    generating classifier scores based on classifiers and on one or more of the high-dimensional generative representation and the lower-dimensional representation, wherein each classifier uses the one or more of the high-dimensional generative representation and the lower-dimensional representation as an input, and wherein each classifier is associated with a respective category; and

    generating a combined representation for the image based on the classifier scores and the lower-dimensional representation.

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