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Imaging processing system for identifying parts for repairing a vehicle

  • US 10,373,260 B1
  • Filed: 02/05/2016
  • Issued: 08/06/2019
  • Est. Priority Date: 03/18/2014
  • Status: Active Grant
First Claim
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1. A system, comprising:

  • a network interface via which a plurality of images of a damaged vehicle is received;

    a composite image generator component configured to construct a composite, three-dimensional image of the damaged vehicle from the plurality of images of the damaged vehicle;

    a damage profile generator component configured to compare the constructed, composite three-dimensional image of the damaged vehicle to a stored, three-dimensional image of an undamaged vehicle, and to generate deformation data corresponding to a crush profile of the damaged vehicle based on the comparison;

    one or more data storage devices storing historical claim data of a plurality of historical vehicle insurance claims;

    an access mechanism to the historical claim data;

    a deformation model component configured to generate, based on the generated deformation data of the damaged vehicle, respective indications of one or more replacement parts needed to repair the damaged vehicle,the deformation model component including a deformation model generated from accessing, via the access mechanism, the historical claim data of the plurality of historical vehicle insurance claims and performing a regression analysis on the accessed historical claim data to determine a subset of a plurality of claim attributes that are more strongly correlated to actual replacement parts corresponding to the plurality of historical vehicle insurance claims than are other attributes of the plurality of claim attributes, andthe historical claim data including deformation data of the plurality of historical vehicle insurance claims, respective indications of the actual replacement parts of the plurality of historical vehicle insurance claims, and a plurality of other claim attributes of the plurality of historical vehicle insurance claims; and

    an output interface via which the generated, respective indications of the one or more replacement parts are provided to at least one of the network interface or a user interface.

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