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1. WO2020141907 - IMAGE GENERATION APPARATUS FOR GENERATING IMAGE ON BASIS OF KEYWORD AND IMAGE GENERATION METHOD

Publication Number WO/2020/141907
Publication Date 09.07.2020
International Application No. PCT/KR2020/000063
International Filing Date 02.01.2020
IPC
G06F 16/56 2019.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
56having vectorial format
G06K 9/62 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
G06N 3/08 2006.01
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
CPC
G06F 16/56
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
50of still image data
56having vectorial format
G06K 9/62
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
Applicants
  • 삼성전자주식회사 SAMSUNG ELECTRONICS CO., LTD. [KR]/[KR]
  • 서울대학교 산학협력단 SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION [KR]/[KR]
Inventors
  • 이한빛 LEE, Hanbit
  • 이상구 LEE, Sangkoo
  • 김지훈 KIM, Jihun
Agents
  • 리앤목특허법인 Y.P.LEE, MOCK & PARTNERS
Priority Data
10-2019-000131104.01.2019KR
Publication Language Korean (KO)
Filing Language Korean (KO)
Designated States
Title
(EN) IMAGE GENERATION APPARATUS FOR GENERATING IMAGE ON BASIS OF KEYWORD AND IMAGE GENERATION METHOD
(FR) APPAREIL DE PRODUCTION D'IMAGE PERMETTANT DE PRODUIRE UNE IMAGE EN FONCTION D'UN MOT CLÉ ET PROCÉDÉ DE PRODUCTION D'IMAGE
(KO) 키워드에 기초하여 이미지를 생성하는 이미지 생성 장치 및 이미지 생성 방법
Abstract
(EN)
The present disclosure relates to an image generation apparatus for generating an image on the basis of a keyword and an image generation method. The image generation apparatus may generate a product image corresponding to attributes of a particular product by obtaining a keyword set including a plurality of keywords indicating the attributes of the particular product, generating an attribute vector corresponding to the keyword set, and inputting the generated attribute vector to an image generation model, may discriminate whether the product image is a fake image output from the image generation model, by inputting data regarding the generated product image and the keyword set to a predetermined image discrimination model, and may update the image generation model on the basis of a result of the discrimination. In addition, the present disclosure may relate to an artificial intelligence (AI) system imitating a function of a human brain, the function including recognition, determination, or the like, by utilizing a machine learning algorithm such as deep learning, and application of the AI system.
(FR)
La présente invention concerne un appareil de production d'image permettant de produire une image en fonction d'un mot clé et un procédé de production d'image. L'appareil de production d'image peut produire une image de produit correspondant à des attributs d'un produit particulier en réalisant les opérations suivantes : obtenir un ensemble de mots clés contenant une pluralité de mots clés indiquant les attributs du produit particulier, produire un vecteur d'attributs correspondant à l'ensemble de mots clés, et fournir le vecteur d'attributs produit en entrée d'un modèle de production d'image; il peut distinguer si l'image de produit est une image factice produite par le modèle de production d'image, en fournissant les données concernant l'image de produit produite et l'ensemble de mots clés en entrée d'un modèle de discrimination d'images prédéterminé, et il peut mettre à jour le modèle de production d'image en fonction d'un résultat de la discrimination. De plus, la présente invention peut concerner un système d'intelligence artificielle (IA) imitant une fonction d'un cerveau humain, la fonction étant notamment la reconnaissance, la détermination, ou une fonction similaire, en utilisant un algorithme d'apprentissage automatique tel qu'un apprentissage profond, et l'application du système d'IA.
(KO)
본 개시는, 키워드에 기초하여 이미지를 생성하는 이미지 생성 장치 및 이미지 생성 방법에 관한 것이다. 이미지 생성 장치는, 특정 상품의 속성들을 나타내는 복수의 키워드를 포함하는, 키워드 집합을 획득하고, 키워드 집합에 대응되는 속성 벡터를 생성하고, 생성된 속성 벡터를 이미지 생성 모델에 입력함으로써, 특정 상품의 속성들에 대응되는 상품 이미지를 생성하고, 생성된 상품 이미지 및 키워드 집합에 관한 데이터를, 소정의 이미지 판별 모델에 입력함으로써, 상품 이미지가 이미지 생성 모델로부터 출력된 가짜 이미지인지를 판별하고, 판별 결과에 기초하여, 이미지 생성 모델을 업데이트할 수 있다. 또한, 본 개시는 딥러닝 등의 기계 학습 알고리즘을 활용하여 인간 두뇌의 인지, 판단 등의 기능을 모사하는 인공지능(AI) 시스템 및 그 응용에 관련될 수 있다.
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