Context-aware prediction and recommendation
US-2024028935-A1 · Jan 25, 2024 · US
US10621771B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10621771-B2 |
| Application number | US-201715465166-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 21, 2017 |
| Priority date | Mar 21, 2017 |
| Publication date | Apr 14, 2020 |
| Grant date | Apr 14, 2020 |
A practical reading order for non-experts. Skip the full description unless you need deep technical detail.
What the patent document calls the invention.
A short plain-language summary of the technical disclosure.
Who owns or filed the patent and who is credited as inventor.
Filing, priority, publication, and grant dates set the timeline.
The legal scope of protection — read this for what is actually claimed.
Technology tags used to group this patent with similar filings.
Prior art links and similar publications in this corpus.
Official abstract text for this publication.
Methods and systems for age appearance simulation of a consumer. The method includes receiving an image of the consumer (including a face of the consumer), determining an ethnicity of the consumer, determining an age of the patient, and determining a desired simulated age of the consumer. An altered image to represent the desired simulated age of the consumer may then be created, where altering the image includes utilizing a statistical ethnic aging model to alter at least one of a shape of the face, a color of the face, and a texture of the face. The altered image the first altered image may be provided for display to the consumer.
Opening claim text (preview).
What is claimed is: 1. A method for age appearance simulation of a consumer, comprising: receiving an image of the consumer, wherein the image includes a face of the consumer; determining an ethnicity of the consumer; determining an age of the consumer; determining a first desired simulated age of the consumer; determining a plurality of landmarks in the image; creating a first altered image by altering the image to represent the first desired simulated age of the consumer, wherein altering the image includes using a statistical ethnic shape model to alter a shape of the face; and providing the first altered image for display to a user, wherein creating the first altered image includes: using the statistical ethnic shape model to determine first expected positions of the plurality of landmarks for an average person of the ethnicity and age of the consumer, using the statistical ethnic shape model to determine second expected positions of the plurality of landmarks for an average person of the ethnicity and first desired simulated age of the consumer, and altering the shape of the face in accordance with a difference between the first and second expected positions of the plurality of landmarks. 2. The method of claim 1 , further comprising determining a texture in the image, wherein creating the first altered image includes using a statistical ethnic texture model to alter at least one of a movement of skin, the presence of a wrinkle, and the extent of the wrinkle. 3. The method of claim 1 , wherein creating the first altered image includes using a statistical ethnic color model to alter at least one of the following: a color of the face, a color of hair, a color of an eyebrow, a color of an eye, the darkening of an under-eye dark circle, the presence of a visible spot, and the extent of a visible spot. 4. The method of claim 1 , further comprising determining a second desired simulated age of the consumer; creating a second altered image that represents the second desired simulated age of the consumer using a statistical ethnic model; and creating an animation that represents aging or de-aging of the consumer using the first and second altered images. 5. The method of claim 4 , wherein the animation is presented as a video that includes intermediary ages between the first and second desired simulation ages, which smoothly represents a change in shape and texture. 6. The method of claim 1 , further comprising determining a treatment for the consumer to undergo to affect the determined age of the consumer; and altering the image to represent results of the consumer undergoing the treatment. 7. The method of claim 1 , wherein the ethnicity is specified by a user as a combination or a ratio of a plurality of ethnic groups and where a statistical ethnic model is likewise combined by the combination or the ratio. 8. The method of claim 1 , further comprising storing the image and the first altered image for increasing accuracy of future predictions. 9. The method of claim 1 , wherein the first altered image is provided to a user as an augmented reality experience or virtual reality experience such that the user may observe and interact with an aged version of the user in real time in augmented space or virtual reality space. 10. The method of claim 1 , wherein the image of the consumer is captured by an image capture device coupled to the computing device. 11. The method of claim 10 , wherein the computing device, the interface device, and the image capture device are part of a unitary device. 12. The method of claim 1 , wherein the computing device and the interface device are remotely located from one another. 13. The method of claim 1 , wherein the image is preprocessed to remove extraneous objects. 14. The method of claim 1 , wherein the ethnic aging model logic is based on a statistical analysis of individuals of the same gender as the consumer. 15. The method of claim 1 , further comprising converting a three-dimensional image into a two-dimensional projection of the three-dimensional image to provide the image of the consumer.
Rating or review of business operators or products · CPC title
Teaching not covered by other main groups of this subclass (teaching or practice apparatus for gun-aiming or gun-laying F41G3/26) · CPC title
Personalized advertisement · CPC title
Recommending goods or services · CPC title
Simultaneous equations {, e.g. systems of linear equations} · CPC title
Related publications grouped by family.
Answers are generated from the same data shown on this page.