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Multi-dimensional realization of visual content of an image collection

  • US 10,691,743 B2
  • Filed: 08/05/2014
  • Issued: 06/23/2020
  • Est. Priority Date: 08/05/2014
  • Status: Active Grant
First Claim
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1. A computing system for understanding the content of a collection of visual media files comprising one or more of digital images and digital videos, the computing system comprising a plurality of instructions embodied in one or more non-transitory machine accessible storage media and executable by one or more computing devices to cause the computing system to:

  • execute a plurality of different feature detection algorithms on the collection of visual media files;

    determine, based on the execution of the feature detection algorithms, a plurality of different visual features depicted in the visual media files; and

    cluster the visual media files by, for each of the visual media files in the collection;

    computing a plurality of similarity measures, each similarity measure representing a measurement of similarity of visual content of at least one of the visual media files in the collection to only one of the visual features determined as a result of the execution of the feature detection algorithms; and

    associating the at least one of the visual media files in the collection with a visual feature based on the similarity measure computed for the at least one of the visual media files with respect to the visual feature.

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