Imagery quantification of damage

• US 10,083,487 B1
• Filed: 04/10/2017
• Issued: 09/25/2018
• Est. Priority Date: 03/13/2013
• Status: Active Grant

• Current Assignee: Liberty Mutual Insurance Company (Liberty Mutual Holding Company)
• Original Assignee: Liberty Mutual Insurance Company (Liberty Mutual Holding Company)
• Inventors: Veliche, Razvan
• Primary Examiner(s): Jos, Basil T.
• Application Number:
  US15/483,900
• Time in Patent Office: 533 Days
• CPC Class Codes: G06Q 40/08 Insurance
• CPC Class Codes: G06T 15/205 Image-based rendering
• CPC Class Codes: G06T 17/20 Finite element generation, e.g. wire-frame surface description, tesselation
• CPC Class Codes: G06T 2200/04 involving 3D image data
• CPC Class Codes: G06T 2200/08 involving all processing steps from image acquisition to 3D model generation
• CPC Class Codes: G06T 2207/10028 Range image; Depth image; 3D point clouds
• CPC Class Codes: G06T 2207/30252 Vehicle exterior; Vicinity of vehicle
• CPC Class Codes: G06T 7/55 from multiple images
• CPC Class Codes: H04N 23/64 Computer-aided capture of images, e.g. transfer from script file into camera, check of taken image quality, advice or proposal for image composition or decision on when to take image
• CPC Class Codes: H04N 23/66 Remote control of cameras or camera parts, e.g. by remote control devices

Abstract

A system quantifies the extent of a damaged vehicle in the absence of a specialist (appraiser) present onsite. The system enables an objective estimate of the damage, supplanting or merely supplementing psychologically biased claimant reporting. The system has hardware structures to perform imagery quantification of damage on a damaged vehicle. The damaged vehicle may be located anywhere, including at the scene of an accident, at an insured'"'"'s home, at an insurer'"'"'s claims offices, or at a body shop. Anyone, including the insured, with a mobile device such as a smart phone, may download onto it a mobile application that guides the user to take photographs or moving images of the damaged vehicle for the system to perform imagery quantification of damage.

Claims

1. A system comprising:

a smart phone on which a mobile application executes; and

a photograph-guiding computer, the hardware structure of which is capable of electronically communicating with the mobile application executing on the smart phone to electronically present a grid diagram so as to electronically guide a user to take moving images of a damaged vehicle, the photograph-guiding computer electronically guiding the user of the mobile application being executed on the smart phone to take moving images of the damaged vehicle at a first position and at a second position.

2. The system of claim 1, wherein the photograph-guiding computer guides the user of the mobile application being executed on the smart phone to take moving images of the damaged vehicle at the first position including a first distance and a first angle and the second position including a second distance and a second angle.

3. The system of claim 2, further comprising a surface damage calculator, the hardware structure of which has the capacity to calculate the surface that has been damaged or the size of the damage on the surfaces of the damaged vehicle.

4. The system of claim 1, further comprising a depth damage calculator, the hardware structure of which is capable of calculating the depth of the damage of the damaged vehicle.

5. The system of claim 4, further comprising a vehicle parts database which identifies parts availability, location of parts or body shops, and costs.

6. The system of claim 5, further comprising a damage wireframe computer, the hardware structure of which is suitable for generating a wireframe of the damaged vehicle.

7. The system of claim 6, further comprising a damage database which is suitable to receive a query to propose various types of damaged panels, inclusive of size and depth, crafted to cover a range of potential damage inclusive of minor to severe including punctures.

8. A method comprising:

electronically executing a mobile application on a smart phone;

electronically turning on a camera on the smart phone;

electronically displaying a grid diagram on the smart phone;

electronically guiding a user to produce moving images of a damaged vehicle using the grid diagram at a first distance, a first angle, a second distance and a second angle;

electronically quantifying the moving images taken by the user of the damaged vehicle using the first distance and the second distance to calculate a depth of damage to the damaged vehicle; and

electronically repeating the act of guiding the user if not enough moving images to analyze the damage.

9. The method of claim 8, further comprising electronically automating claim handling of the damaged vehicle in a total loss scenario.

10. The method of claim 8, wherein electronically guiding a user to produce moving images of the damaged vehicle includes producing moving images of surface sites of the damage to the damaged vehicle.

11. The method of claim 10, further comprising receiving color and odometer reading.

12. The method of claim 11, further comprising generating a virtual representation of the undamaged vehicle.

13. The method of claim 12, further comprising receiving topological analytical principles to calculate the depth of the damage to the damaged vehicle.

14. The method of claim 13, further comprising analyzing the moving images to examine a surface area of the damage and initially estimating the surface area of the damage.

15. The method of claim 14, further comprising extracting measurements of a make and model of the damaged vehicle.

16. The method of claim 15, further comprising creating a three-dimensional model of the damage from various separate, guided moving images.

17. The method of claim 16, further comprising estimating a size and depth of the damage to the visible parts of the damaged vehicle including the hood, bumpers, doors, and panels.

18. The method of claim 17, further comprising estimating a size and depth of the damage to the hidden parts of the damaged vehicle including under the hood, bumpers, doors, and panels.

19. The method of claim 18, further comprising executing a process to evaluate a claim connected with the damaged vehicle.

20. The method of claim 19, further comprising electronically calculating both direction of impact and force of impact using shapes of the damage to the damaged vehicle.

21. A non-transitory computer-readable medium having computer-executable instructions stored thereon for implementing a method, comprising:

electronically executing a mobile application on a smart phone;

electronically turning on a camera on the smart phone;

electronically displaying a grid diagram on the smart phone;

electronically guiding a user to produce moving images of a damaged vehicle using the grid diagram at a first angle and a second angle;

electronically quantifying the moving images taken by the user of the damaged vehicle to calculate a depth of damage to the damaged vehicle; and

electronically repeating the act of guiding the user if not enough moving images to analyze the damage.