IP Library Granted Patent US 10,387,938
Granted Patent B2
US 10,387,938 · App. 14/700,572 · Granted Aug 20, 2019

Automated color processing and selection platform

Inventors: Kristen A. Miller (Sammamish, WA); Teresa D Marcel (Lake Oswego, OR); James D McManis (Bellevue, WA); Maureen Daniek (Bellevue, WA); Laurie Ruegamer (Scottsdale, AZ); Jon Collette (Sammamish, WA); Lisa Perrone (Mercer Island, WA); Joe Cincotta (Sydney, AU); Jeffrey Patton (Lake Forest Park, WA)
Assignee: STYLYZE LLC
G06Q30/0627G06Q30/0643
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Quick Facts
Patent No.
US 10,387,938
App. No.
14/700,572
Granted
Aug 20, 2019
Kind
B2
Abstract

A color selection system is described herein that provides a facility for customers to receive color selection assistance for color-related buying decisions. The system divides color space into harmonious groups based on hue, chroma, and saturation whereby every major hue family is represented in each color group. This ensures that complete harmonious palettes can be created to align with every user's color and product preferences, across all brands and product classes. The system also provides software for uploading digital images to profile particular products for color information. This assigns a harmonious color palette to each image. The system also enables product images to be profiled into the system so that users can find products that match their color preferences. The system provides a search facility that enables users to find colors, products, and styleboards that match their design concept, or dynamically build their design concept through their search queries.

Claims (65)

1. A computer-implemented method to find and coordinate products based on color, the method comprising:

classifying colors into coordinating harmonious groups, each color group comprising coordinating colors of a plurality of different hue families;

receiving images of products;

storing product identifiers of the products in a database of products;

creating a color index for the database of products, the creating comprising performing, without user input, for each of the received images of products:

determining a color palette that is most representative of the received image of the product;

selecting a color group from the coordinating harmonious color groups that is most representative of the received image of the product;

mapping the determined color palette to the closest colors in the color group to generate a harmonious color palette for the received image of the product;

storing colors of the harmonious color palette of the product in the database of products; and

creating an entry in the color index that includes at least a subset of the colors of the harmonious color palette of the product;

building, without user input, new content that includes a plurality of styleboards that each include at least two of the received images of products, the building based at least in part on the color index;

displaying one or more of the styleboards to a user;

providing the user with tools to modify the one or more styleboards;

receiving a modification to one of the styleboards from the user;

updating the styleboard based on the modification; and

displaying the updated styleboard to the user,

wherein the tools are located on a mobile device of the user and the receiving the modification is from the mobile device of the user via network and the modification is a new image to be added to the styleboard, the new image captured by an image capturing device located on the mobile device.

2. The method of claim 1 , wherein the database of products includes a product identifier index and the storing product identifiers of the products in a database of products includes creating an entry in the product identifier index.

3. The method of claim 1 , wherein the tools to modify the one or more styleboards include tools for the user to perform at least a subset of adding an image to the styleboard, removing an image from the styleboard, copying the styleboard to an other styleboard, and sending the styleboard to an other user or social media website.

4. The method of claim 1 , wherein the images of products are received from an online catalog that is indexed based by product type.

5. The method of claim 1 , further comprising providing the user with tools to purchase one or more products having images in the styleboard.

6. The method of claim 1 , wherein the products include apparel products.

7. The method of claim 1 , wherein the products include home products.

8. The method of claim 1 , wherein the products include interior design products.

9. The method of claim 1 , wherein the products include home improvement products.

10. The method of claim 1 , wherein the plurality of styleboards are indexed by color.

11. A system for finding and coordinating products based on color, the system comprising:

a memory having computer readable instructions; and

one or more processors for executing the computer readable instructions, the computer readable instructions comprising:

classifying colors into coordinating harmonious groups, each color group comprising coordinating colors of a plurality of different hue families;

receiving images of products;

storing product identifiers of the products in a database of products;

creating a color index for the database of products, the creating comprising performing, without user input, for each of the received images of products:

determining a color palette that is most representative of the received image of the product;

selecting a color group from the coordinating harmonious color groups that is most representative of the received image of the product;

mapping the determined color palette to the closest colors in the color group to generate a harmonious color palette for the received image of the product;

storing colors of the harmonious color palette of the product in the database of products; and

creating an entry in the color index that includes at least a subset of the colors of the harmonious color palette of the product;

building, without user input, new content that includes a plurality of styleboards that each include at least two of the received images of products, the building based at least in part on the color index;

displaying one or more of the styleboards to a user;

providing the user with tools to modify the one or more styleboards;

receiving a modification to one of the styleboards from the user;

updating the styleboard based on the modification; and

displaying the updated styleboard to the user,

wherein the tools are located on a mobile device of the user and the receiving the modification is from the mobile device of the user via network and the modification is a new image to be added to the styleboard, the new image captured by an image capturing device located on the mobile device.

12. The system of claim 11 , wherein the database of products includes a product identifier index and the storing product identifiers of the products in a database of products includes creating an entry in the product identifier index.

13. The system of claim 11 , wherein the images of products are received from an online catalog that is indexed based by product type.

14. A computer program product for finding and coordinating products based on color, the computer program product comprising:

a non-transitory computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform:

classifying colors into coordinating harmonious groups, each color group comprising coordinating colors of a plurality of different hue families;

receiving images of products;

storing product identifiers of the products in a database of products;

creating a color index for the database of products, the creating comprising performing, without user input, for each of the received images of products:

determining a color palette that is most representative of the received image of the product;

selecting a color group from the coordinating harmonious color groups that is most representative of the received image of the product;

mapping the determined color palette to the closest colors in the color group to generate a harmonious color palette for the received image of the product;

storing colors of the harmonious color palette of the product in the database of products; and

creating an entry in the color index that includes at least a subset of the colors of the harmonious color palette of the product;

building, without user input, new content that includes a plurality of styleboards that each includes at least two of the received images of products, the building based at least in part on the color index;

displaying one or more of the styleboards to a user;

providing the user with tools to modify the one or more styleboards;

receiving a modification to one of the styleboards from the user;

updating the styleboard based on the modification; and

displaying the updated styleboard to the user,

wherein the tools are located on a mobile device of the user and the receiving the modification is from the mobile device of the user via network and the modification is a new image to be added to the styleboard, the new image captured by an image capturing device located on the mobile device.

Assignments (15)
CORRECTIVE ASSIGNMENT TO CORRECT THE SUPPORTING DOCUMENTATION SECTION BY PROVIDING THE EXECUTED SECURITY INTEREST RELEASE AGREEMENT. PREVIOUSLY RECORDED ON REEL 70089 FRAME 199. ASSIGNOR(S) HEREBY CONFIRMS THE RELEASE OF SECURITY INTEREST. Recorded Apr 10, 2025
From: CITIBANK, N.A.
To: NMG INTERCO LLC
Reel/Frame 070820/0249 →
RELEASE OF SECURITY INTEREST Recorded Feb 3, 2025
From: BANK OF AMERICA, N.A.
To: NMG INTERCO LLC
Reel/Frame 070089/0041 →
RELEASE OF SECURITY INTEREST Recorded Feb 3, 2025
From: CITIBANK, N.A.
To: NMG INTERCO LLC
Reel/Frame 070089/0199 →
RELEASE OF SECURITY INTEREST Recorded Jan 7, 2025
From: WILMINGTON TRUST, NATIONAL ASSOCIATION
To: NMG INTERCO LLC
Reel/Frame 069774/0128 →
SECURITY INTEREST Recorded Dec 26, 2024
From: NMG INTERCO LLC
To: CITIBANK, N.A., AS COLLATERAL AGENT
Reel/Frame 069679/0087 →
RELEASE OF PATENT SECURITY AGREEMENT Recorded Dec 24, 2024
From: BANK OF AMERICA, N.A.
To: NMG INTERCO LLC (F/K/A NM NEVADA TRUST)
Reel/Frame 069769/0353 →
SECURITY INTEREST Recorded Dec 23, 2024
From: NMG INTERCO LLC
To: BANK OF AMERICA, N.A., AS COLLATERAL AGENT
Reel/Frame 069669/0038 →
RELEASE OF SECURITY INTEREST Recorded Sep 16, 2024
From: WILMINGTON TRUST, NATIONAL ASSOCIATION
To: NM NEVADA TRUST
Reel/Frame 068599/0528 →
SECURITY INTEREST Recorded Sep 13, 2024
From: NM NEVADA TRUST
To: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
Reel/Frame 068582/0014 →
CORRECTIVE ASSIGNMENT TO CORRECT THE MISSING YEAR AND TO ADD THE YEAR TO THE EXECUTION DATE PREVIOUSLY RECORDED ON REEL 057789 FRAME 0074. ASSIGNOR(S) HEREBY CONFIRMS THE SECURITY AGREEMENT. Recorded Oct 20, 2021
From: NM NEVADA TRUST
To: WILMINGTON TRUST, NATIONAL ASSOCIATION
Reel/Frame 057863/0192 →
SECURITY AGREEMENT Recorded Oct 13, 2021
From: NM NEVADA TRUST
To: WILMINGTON TRUST, NATIONAL ASSOCIATION
Reel/Frame 057789/0074 →
SECURITY INTEREST Recorded Oct 6, 2021
From: NM NEVADA TRUST
To: BANK OF AMERICA, N.A.
Reel/Frame 057720/0014 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 2, 2021
From: THE NEIMAN MARCUS GROUP LLC
To: NM NEVADA TRUST
Reel/Frame 057372/0665 →
MERGER Recorded Aug 31, 2021
From: STYLYZE, INC.
To: THE NEIMAN MARCUS GROUP LLC
Reel/Frame 057346/0828 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Oct 17, 2016
From: MILLER, KRISTEN A.; MARCEL, TERESA D.; MCMANIS, JAMES D.; DANIEK, MAUREEN; RUEGAMER, LAURIE; COLLETE, JON; PERRONE, LISA; CINCOTTA, JOE; PATTON, JEFFREY
To: STYLYZE LLC
Reel/Frame 040028/0608 →
Continuity (4)
Continuation PCTUS2013067550 · Oct 30, 2013
Continuation 14067610 · Oct 30, 2013
Provisional Application 61720088 · Oct 30, 2012
Related Publication 20150235389A1 · Aug 20, 2015
Cited By (1)
US 12,340,517