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Item recommendations using image feature data

  • US 10,489,692 B2
  • Filed: 07/27/2017
  • Issued: 11/26/2019
  • Est. Priority Date: 09/30/2011
  • Status: Active Grant
First Claim
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1. A method comprising:

  • receiving, at a networked system from an application installed on a device of a user, a query image captured by the device via the application;

    performing, by the networked system, image processing to extract a color histogram of an item depicted in the query image;

    identifying, by a hardware processor of the networked system, a dominant color of the item depicted in the query image, the dominant color being a color that is present on a most spatial area of the item relative to any other color of the item;

    comparing, by the networked system, the color histogram of the item depicted in the query image with a color histogram of an image of each of a plurality of available items or the dominate color of the item depicted in the query image with a dominate color of the image of each of a plurality of available items;

    based on the comparing, identifying, by the networked system, item recommendations of the available items that closely match the item depicted in the query image; and

    causing presentation of the item recommendations on the device of the user.

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