METHODS, APPARATUS, AND SYSTEMS FOR STRUCTURAL ANALYSIS USING THERMAL IMAGING

• US 20160284075A1
• Filed: 06/06/2016
• Published: 09/29/2016
• Est. Priority Date: 03/14/2013
• Status: Abandoned Application

• Current Assignee: Essess, Inc.
• Original Assignee: Essess, Inc.
• Inventors: Phan, Long, Singh, Navrooppal, Jesneck, Jonathan, Falkowski, Jan, Hausfather, Ezekiel, Morris, William, Scaramellino, Thomas
• Application Number:
  US15/174,073
• Publication Number:
  US 20160284075A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06T 2207/10016 Video; Image sequence
• CPC Class Codes: G06T 2207/10048 Infrared image
• CPC Class Codes: G06T 2207/30132 Masonry; Concrete
• CPC Class Codes: G06T 2207/30184 Infrastructure
• CPC Class Codes: G06T 7/001 using an image reference approach
• CPC Class Codes: G06V 10/143 Sensing or illuminating at different wavelengths
• CPC Class Codes: G06V 20/10 Terrestrial scenes scenes under surveillance with static cameras G06V20/52; scenes perceived from the exterior of a vehicle G06V20/56; scenes perceived from the interior of a vehicle G06V20/59
• CPC Class Codes: H04N 23/11 for generating image signals from visible and infrared light wavelengths
• CPC Class Codes: H04N 23/698 for achieving an enlarged field of view, e.g. panoramic image capture

Abstract

The present invention provides methods, apparatus, and systems for analyzing a structure using thermal imaging. A plurality of images of a structure are automatically captured using one or more image capture devices. The images may be captured in one or more ranges of wavelengths of light. The images are then processed to generate image data for the images. The image data can then be analyzed to determine one or more properties of the structure. The images may be captured at an angle with respect to the structure of between approximately 45 to 135 degrees. The images may be captured during a time where one of indirect or no sunlight is present.

Claims

1. A computerized method for analyzing a structure, comprising:

automatically capturing a plurality of images of a structure, the images being captured in one or more ranges of wavelengths of light;

processing the images to generate image data for the images; and

analyzing the image data to determine one or more properties of the structure;

wherein;

the images are captured at an angle with respect to the structure of between approximately 45 to 135 degrees; and

the images are captured during a time where one of indirect or no sunlight is present.

2. The method in accordance with claim 1, wherein the angle of the images is automatically determined and accounted for and the image data is normalized to account for solar radiation when generating the image data to provide accurate energy usage information and loss estimates.

3. The method in accordance with claim 1, wherein the images are captured using at least one image capture device mounted on a vehicle.

4. The method in accordance with claim 3, wherein the images are captured autonomously while the vehicle is in motion.

5. The method in accordance with claim 1, wherein:

the images are captured at a distance of between approximately 5 to 50 meters from the structure; and

the distance is automatically determined and accounted for when generating the image data.

6. The method in accordance with claim 5, wherein the images are captured using one or more different image capture devices from one or more different angles or distances.

7. The method in accordance with claim 1, wherein the one or more properties of the structure comprise at least one of a presence of the structure, a size of the structure, a shape of the structure or a portion of the structure, energy information of the structure, heating information of the structure, thermal energy leaks of the structure, structural, heating, and energy consumption information, energy flux per leak, a conductive, convective, and/or radiant heat flow of the structure or an area of the structure, and an energy consumption rate of the structure.

8. The method in accordance with claim 7, wherein the structural, heating, and energy consumption information includes one or more of a presence of insulation, a type and effectiveness of the insulation, a presence of vapor barriers, a presence of baseboard heaters, wear and tear of structural features, weathering of structural features, a presence of cracks, structural integrity, a presence of gas leaks, a presence of water leaks, a presence of heat leaks, a presence of roof degradation, a presence of water damage, structural degradation, thermal emissivity, a presence or fitness of windows, a presence or fitness of roofing material, a presence or fitness of cladding, R-value, and wetness.

9. The method in accordance with claim 1, further comprising:

combining the image data with a separate set of data to form a corresponding combined data set;

wherein the analyzing is carried out on the combined data set.

10. The method in accordance with claim 9, wherein the separate set of data comprises one or more of public geographic information service (GIS) data, private GIS data, demographic data, self-reported homeowner information, manual energy audit information, weather information, climate condition information, energy usage information, contractor information, structural material information, property ownership information, location information, time and date information, imaging capture device information, global positioning system data, light detection and ranging (LIDAR) data, odometry data, vehicle speed data, orientation information, tax data, map data, utility data, humidity data, and temperature data.

11. The method in accordance with claim 1, wherein two or more of the images are stitched together to form multi-channel images.

12. The method in accordance with claim 1, wherein:

the one or more ranges of wavelengths of light comprise at least a first and a second range of wavelengths of light; and

at least a first set of the images is captured in the first range of wavelengths of light and a second set of the images is captured in the second range of wavelengths of light.

13. The method in accordance with claim 1, wherein the first and second sets of images are captured at different points in time.

14. The method in accordance with claim 1, further comprising:

calibrating one or more image capture devices used to capture the images;

wherein the calibrating comprises;

providing a calibration target with an asymmetrical circle pattern adapted for use in simultaneously determining parameters that describe distortion in thermal and near-infrared image capture devices; and

comparing patterns from the calibration target and patterns extracted from sample images to obtain calibration coefficients for each of the one or more image capture devices and to obtain registration coefficients between each of the one or more image capture devices.

15. The method in accordance with claim 14, wherein the calibration target is subject to evaporative cooling to provide a temperature differential visible by the image capture devices.

16. The method in accordance with claim 1, further comprising:

detecting at least one structural feature or component of the structure; and

performing at least one of conductive, convective, and radiant heat flow analysis of the at least one structural feature or component.

17. The method in accordance with claim 16, wherein the at least one structural feature or component comprises at least one of windows, doors, attics, soffits, surface materials, garages, chimneys, and foundations.

18. The method in accordance with claim 1, further comprising:

providing one or more reports comprising information pertaining to at least one of;

energy consumption information for the structure;

water damage;

energy leaks;

heat loss;

air gaps;

roof degradation;

heating efficiency;

cooling efficiency;

structural defects;

energy loss attributed to windows, doors, roof, foundation and walls;

noise pollution;

reduction of adulterants;

reduction of energy usage and costs;

costs of ownership;

comparisons with neighboring or similar structures;

comparison with prior analysis of the structure;

safety;

recommendations for repairs, remedial measures, and improvements to the structure;

projected savings associated with the repairs, remedial measures, and improvements to the structure;

offers, advertisements and incentives for making the repairs, remedial measures and improvements to the structure;

insurability; and

risk.

19. The method in accordance with claim 1, wherein:

the images are captured using at least one image capture device mounted on a vehicle;

the images are captured while the vehicle is in motion; and

a change in orientation of the vehicle or of the corresponding image capture device is automatically accounted for when generating the image data.

20. A system for analyzing a structure, comprising:

one or more image capture devices for automatically capturing a plurality of images of a structure, the images being captured in one or more ranges of wavelengths of light; and

a computer processor programmed for;

processing the images to generate image data for the images; and

analyzing the image data to determine one or more properties of the structure;

wherein;

the images are captured at an angle with respect to the structure of between approximately 45 to 135 degrees; and

the images are captured during a time where one of indirect or no sunlight is present.