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1. WO2020141803 - METHOD FOR PROVIDING FASHION ITEM RECOMMENDATION SERVICE TO USER

Publication Number WO/2020/141803
Publication Date 09.07.2020
International Application No. PCT/KR2019/018513
International Filing Date 26.12.2019
IPC
G06Q 30/06 2012.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
G06F 16/54 2019.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
54Browsing; Visualisation therefor
G06F 16/53 2019.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
53Querying
G06T 7/00 2006.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7Image analysis
CPC
G06F 16/53
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
53Querying
G06F 16/54
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
54Browsing; Visualisation therefor
G06Q 30/06
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
G06Q 30/0631
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
QDATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30Commerce, e.g. shopping or e-commerce
06Buying, selling or leasing transactions
0601Electronic shopping
0631Item recommendations
G06T 7/00
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7Image analysis
G06T 7/0002
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7Image analysis
0002Inspection of images, e.g. flaw detection
Applicants
  • 오드컨셉 주식회사 ODD CONCEPTS INC. [KR]/[KR]
Inventors
  • 유애리 YOO, Ae Ri
Agents
  • 특허법인도담 DODAM IP LAW FIRM
Priority Data
10-2019-000123004.01.2019KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) METHOD FOR PROVIDING FASHION ITEM RECOMMENDATION SERVICE TO USER
(FR) PROCÉDÉ POUR FOURNIR UN SERVICE DE RECOMMANDATION D'ARTICLE DE MODE À UN UTILISATEUR
(KO) 사용자에게 패션 아이템 추천 서비스를 제공하는 방법
Abstract
(EN)
The present invention relates to a method for providing a fashion item recommendation service to a user by using a service server. Particularly, the method comprises the steps of: checking whether permission to acquire an image from a user device exists, and acquiring an image from which the user can be identified when the permission exists; generating a user fashion database by extracting a plurality of fashion items worn by the user from the image from which the user can be identified; combining the plurality of fashion items so as to search, in a style database including style images from which a style label expressing human feelings as computer-recognizable data is extracted, for an item similar to the specific fashion item on the basis of image similarity, when a recommendation service request for a specific fashion item stored in the created user fashion database is received; determining, to be a coordination item, an item of a category differing from that of the similar item from a style image from which the similar item is retrieved; and determining, to be a recommended product, a product similar to the coordination item on the basis of image similarity from a product database configured by indexing labels extracted from the contents of products.
(FR)
La présente invention concerne un procédé pour fournir un service de recommandation d'article de mode à un utilisateur à l'aide d'un serveur de service. En particulier, le procédé comprend les étapes consistant à : vérifier si la permission d'acquérir une image à partir d'un dispositif d'utilisateur existe, et acquérir une image sur la base de laquelle l'utilisateur peut être identifié lorsque l'autorisation existe; générer une base de données de mode d'utilisateur par extraction d'une pluralité d'articles de mode, portés par l'utilisateur, à partir de l'image sur la base de laquelle l'utilisateur peut être identifié; combiner la pluralité d'articles de mode de façon à rechercher, dans une base de données de style comprenant des images de style à partir desquelles une étiquette de style exprimant un sentiment humain en tant que données reconnaissables par ordinateur est extraite, un article similaire à l'article de mode spécifique sur la base d'une similarité d'image, lorsqu'une demande de service de recommandation pour un article de mode spécifique stocké dans la base de données de mode d'utilisateur créé est reçue; déterminer, pour être un article à coordonner, un article d'une catégorie différente de celle de l'article similaire à partir d'une image de style de laquelle l'article similaire est récupéré; et à déterminer, comme étant un produit recommandé, un produit similaire à l'article à coordonner sur la base d'une similarité d'image à partir d'une base de données de produits configurée par indexation d'étiquettes extraites du contenu de produits.
(KO)
본 발명은 서비스 서버를 이용하여 사용자에게 패션 아이템 추천 서비스를 제공하는 방법에 관한 것이다. 구체적으로, 사용자 디바이스로부터 이미지를 획득할 수 있는 권한이 존재하는 지 여부를 확인하고, 상기 권한이 존재하는 경우 상기 사용자를 식별할 수 있는 이미지를 획득하는 단계; 상기 사용자를 식별할 수 있는 이미지로부터, 상기 사용자가 착용하고 있는 복수의 패션 아이템들을 추출하여 사용자 패션 데이터베이스를 생성하는 단계; 상기 생성된 사용자 패션 데이터베이스에 저장된 특정 패션 아이템에 대한 추천 서비스 요청을 수신하면, 복수의 패션 아이템들을 조합하여 사람의 느낌을 컴퓨터가 인식가능한 데이터로 표현하는 스타일 레이블이 추출된 스타일 이미지들로 구성된 스타일 데이터베이스로부터, 이미지 유사도를 기준으로 상기 특정 패션 아이템과 유사한 아이템을 검색하는 단계; 상기 유사한 아이템이 검색된 스타일 이미지로부터 상기 유사한 아이템과 다른 카테고리의 아이템을 코디네이션 아이템으로 결정하는 단계; 및 상품의 내용에서 추출된 레이블이 인덱싱되어 구성된 상품 데이터베이스로부터, 이미지 유사도를 기준으로 상기 코디네이션 아이템과 유사한 상품을 추천 상품으로 결정하는 단계를 포함하는 것을 특징으로 한다.
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