Three-dimensional heat map apparel recommendation

Patent metadata

Field	Value
Publication number	US-12307501-B2
Application number	US-202418630917-A
Country	US
Kind code	B2
Filing date	Apr 9, 2024
Priority date	May 29, 2015
Publication date	May 20, 2025
Grant date	May 20, 2025

Abstract

Devices, systems, and methods include a three-dimensional (3D) scanning element, an electronic data storage configured to store a database including fields for 3D scan data and demographic information, a processor, and a user interface. In an example, the processor obtains 3D scan data of a body part of a subject from the 3D scanning element, analyzes the 3D scan data for incomplete regions, generate a composite 3D image of 3D scan data from the database based on similarities of demographic information, and overlays composite 3D image regions corresponding to incomplete regions on the 3D scan data.

First claim

What is claimed is:

1. A system, comprising:
a three-dimensional (3D) scanning element;
an electronic data storage configured to store a database including fields for 3D scan data and a 3D model of an article of apparel;
a processor, coupled to the 3D scanning element and the electronic data storage, configured to:
obtain 3D scan data of a body part of a subject from the 3D scanning element;
generate a heat diagram indicative of one or more points of discomfort over a region of the body part based on at least one of: user input or a comparison of the 3D scan data to the 3D model; and
generate a recommendation for the article of apparel based on the one or more points of discomfort; and

a user interface, coupled to the processor, configured to display the heat diagram and present the recommendation.

2. The system of claim 1 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the user input, and wherein the user input includes an entering of the one or more points of discomfort by a user over the 3D scan data based on a currently or recently worn article of apparel of the user, and wherein the one or more points of discomfort represent one or more heat zones of the heat diagram.

3. The system of claim 1 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the comparison of the 3D scan data to the 3D model, and wherein the model includes typical physiological changes in the body part, and wherein the comparison includes comparing the typical physiological changes in the body part from the 3D scan data.

4. The system of claim 3 , wherein the typical physiological changes include at least one of: typical changes in swelling of the body part, flattening of an arch, and a development or atrophy of muscles.

5. The system of claim 1 , wherein the processor is further configured to:
generate a plurality of 3D models; and
select the 3D model based at least in part on a quantity or significance of heat zones within the heat diagram relative to a quantity or significance of other heat zones within other of the plurality of 3D models.

6. The system of claim 1 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the user input, and wherein the user input includes at least one of: a brand of a second article of apparel a user has worn, or a size of the second article of apparel.

7. The system of claim 1 , wherein the electronic data storage is configured to store multiple 3D models associated with different articles of apparel and wherein the processor is further configured to iteratively generate a plurality of heat diagrams each based on a different one of the multiple 3D models and to generate the recommendation based on one of the plurality of heat diagrams having a positive recommendation.

8. The system of claim 7 , wherein the multiple 3D models correspond to various sizes, makes, and models of the different articles of apparel.

9. The system of claim 1 , wherein the processor is configured to generate the recommendation further based on a preference of the subject for an overall discomfort characteristic.

10. The system of claim 1 , wherein the processor is further configured to obtain, from the user interface, a user interaction with a selected heat diagram of a plurality of heat diagrams, wherein the user interaction is indicative of a preference of the user for one of different articles of apparel.

11. The system of claim 1 , wherein the processor is further configured to:
analyze the 3D scan data for an incomplete region; and
generate a composite 3D scan based on the 3D scan data and an estimation of the incomplete region;
wherein the processor generates and causes the user interface to display the heat diagram based on the composite 3D scan.

12. A non-transitory computer readable medium comprising instructions which, when implemented by a processor, cause the processor to perform operations comprising:
obtain, with a three dimensional (3D) scanning element, 3D scan data of a body part of a subject;
generate a heat diagram indicative of one or more points of discomfort over a region of the body part based on at least one of: user input or a comparison of the 3D scan data to the 3D model;
generate a recommendation for an article of apparel based on the one or more points of discomfort; and
cause a user interface to display the heat diagram and present the recommendation.

13. The non-transitory computer readable medium of claim 12 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the user input, and wherein the user input includes an entering of the one or more points of discomfort by a user over the 3D scan data based on a currently or recently worn article of apparel of the user, and wherein the one or more points of discomfort represent one or more heat zones of the heat diagram.

14. The non-transitory computer readable medium of claim 12 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the comparison of the 3D scan data to the 3D model, and wherein the model includes typical physiological changes in the body part, and wherein the comparison includes comparing the typical physiological changes in the body part from the 3D scan data.

15. The non-transitory computer readable medium of claim 14 , wherein the typical physiological changes include at least one of: typical changes in swelling of the body part, flattening of an arch, and a development or atrophy of muscles.

16. The non-transitory computer readable medium of claim 12 , wherein the operations further comprising:
generate a plurality of 3D models; and
select the 3D model based at least in part on a quantity or significance of heat zones within the heat diagram relative to a quantity or significance of other heat zones within other of the plurality of 3D models.

17. A method, comprising:
obtaining, via one or more computer processors, 3D scan data of a body part of a subject;
generating, via the one or more computer processors, a heat diagram indicative of one or more points of discomfort over a region of the body part based on at least one of: user input or a comparison of the 3D scan data to the 3D model;
generating, via the one or more computer processors, a recommendation for an article of apparel based on the one or more points of discomfort; and
causing, via the one or more computer processors, a user interface to display at least one of the heat diagram or the recommendation.

18. The method of claim 17 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the user input, and wherein the user input includes an entering of the one or more points of discomfort by a user over the 3D scan data based on a currently or recently worn article of apparel of the user, and wherein the one or more points of discomfort represent one or more heat zones of the heat diagram.

19. The method of claim 17 , wherein the generating of the heat diagram indicative of one or more points of discomfort over a region of the body part is based on the comparison of the 3D scan data to the 3D model, and wherein the model includes typical physiological changes in the body part, and wherein the compar

Assignees

• Nike Inc

Inventors

• Andon Christopher

Classifications

• G06V40/10

  Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands · CPC title

• G06V20/64

  Three-dimensional [3D] objects · CPC title

• G06T2219/2012

  Colour editing, changing, or manipulating; Use of colour codes · CPC title

• G06T19/20

  Editing of three-dimensional [3D] images, e.g. changing shapes or colours, aligning objects or positioning parts · CPC title

• G06Q30/0631 Primary

  Recommending goods or services · CPC title