JP2022547248A - コンテンツ配信画像の自動生成のためのスケーラブルアーキテクチャ - Google Patents

コンテンツ配信画像の自動生成のためのスケーラブルアーキテクチャ Download PDF

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JP2022547248A
JP2022547248A JP2021577154A JP2021577154A JP2022547248A JP 2022547248 A JP2022547248 A JP 2022547248A JP 2021577154 A JP2021577154 A JP 2021577154A JP 2021577154 A JP2021577154 A JP 2021577154A JP 2022547248 A JP2022547248 A JP 2022547248A
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バネルジー，アビック
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オラクル・インターナショナル・コーポレイション
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80—Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/85—Assembly of content; Generation of multimedia applications
    • H04N21/854—Content authoring
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
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    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2148—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the process organisation or structure, e.g. boosting cascade
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G06F18/2155—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the incorporation of unlabelled data, e.g. multiple instance learning [MIL], semi-supervised techniques using expectation-maximisation [EM] or naïve labelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/20—Natural language analysis
    • G06F40/279—Recognition of textual entities
    • G06F40/289—Phrasal analysis, e.g. finite state techniques or chunking
    • G06F40/295—Named entity recognition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
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    • G06N3/02—Neural networks
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    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
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    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0475—Generative networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/0895—Weakly supervised learning, e.g. semi-supervised or self-supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/091—Active learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/094—Adversarial learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/80—Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
    • H04N21/81—Monomedia components thereof
    • H04N21/8146—Monomedia components thereof involving graphical data, e.g. 3D object, 2D graphics
    • H04N21/8153—Monomedia components thereof involving graphical data, e.g. 3D object, 2D graphics comprising still images, e.g. texture, background image

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computational Linguistics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computer Security & Cryptography (AREA)
  • Medical Informatics (AREA)
  • Computer Graphics (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
JP2021577154A 2019-09-13 2020-09-11 コンテンツ配信画像の自動生成のためのスケーラブルアーキテクチャ Pending JP2022547248A (ja)

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US201962900400P 2019-09-13 2019-09-13
US62/900,400 2019-09-13
US17/017,486 US11856276B2 (en) 2019-09-13 2020-09-10 Scalable architecture for automatic generation of content distribution images
US17/017,486 2020-09-10
PCT/US2020/050406 WO2021050874A1 (en) 2019-09-13 2020-09-11 Scalable architecture for automatic generation of content distribution images

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Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10902551B1 (en) * 2019-12-17 2021-01-26 X Development Llc True positive transplant
CN112001939B (zh) * 2020-08-10 2021-03-16 浙江大学 基于边缘知识转化的图像前景分割算法
EP4200792A4 (en) * 2020-08-21 2024-11-13 Mobeus Industries, Inc. INTEGRATION OF DIGITAL CONTENT SUPERIMPOSED INTO DATA DISPLAYED VIA A GRAPHICS PROCESSING CIRCUIT
JP7778160B2 (ja) * 2021-05-07 2025-12-01 オラクル・インターナショナル・コーポレイション 単純で効果的な敵対的攻撃方法としてのバリアント不一致攻撃（ｖｉａ）
US12067646B2 (en) * 2021-09-07 2024-08-20 Google Llc Cross-modal contrastive learning for text-to-image generation based on machine learning models
US12412022B2 (en) * 2021-12-06 2025-09-09 Salesforce, Inc. Visual text summary generation
US20240096064A1 (en) * 2022-06-03 2024-03-21 Nvidia Corporation Generating mask information
WO2025003970A1 (en) * 2023-06-27 2025-01-02 Formagrid Inc. Database with integrated generative ai
CN116579317B (zh) * 2023-07-13 2023-10-13 中信联合云科技有限责任公司 一种基于ai内容自动生成出版物的方法及系统
US20250086264A1 (en) * 2023-09-13 2025-03-13 Zoho Corporation Private Limited Generating policy compliant captcha
WO2025233925A1 (en) * 2024-05-06 2025-11-13 Sourav Banerjee Multi-computer interaction equipment for development of neural architecture enabling content generation

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6430047B1 (ja) * 2018-01-18 2018-11-28 ヤフー株式会社 情報提供装置、情報提供方法、および情報提供プログラム
JP2019045984A (ja) * 2017-08-30 2019-03-22 株式会社日立製作所 データ合成装置および方法

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2009059123A2 (en) * 2007-11-02 2009-05-07 Netter Jessica D System for distributing visual content to a targeted display
US11074495B2 (en) * 2013-02-28 2021-07-27 Z Advanced Computing, Inc. (Zac) System and method for extremely efficient image and pattern recognition and artificial intelligence platform
US11115698B2 (en) * 2015-08-31 2021-09-07 Orcam Technologies Ltd. Systems and methods for providing recommendations based on a level of light
CN108959322B (zh) * 2017-05-25 2021-09-10 富士通株式会社 信息处理方法和基于文本生成图像的装置
US10755479B2 (en) * 2017-06-27 2020-08-25 Mad Street Den, Inc. Systems and methods for synthesizing images of apparel ensembles on models
JP6355800B1 (ja) * 2017-06-28 2018-07-11 ヤフー株式会社 学習装置、生成装置、学習方法、生成方法、学習プログラム、および生成プログラム
US10726308B2 (en) * 2017-07-07 2020-07-28 Accenture Global Solutions Limited Image content moderation
US10108902B1 (en) * 2017-09-18 2018-10-23 CS Disco, Inc. Methods and apparatus for asynchronous and interactive machine learning using attention selection techniques
US10719742B2 (en) 2018-02-15 2020-07-21 Adobe Inc. Image composites using a generative adversarial neural network
US10699161B2 (en) * 2018-02-28 2020-06-30 Fujitsu Limited Tunable generative adversarial networks
CN108550118B (zh) * 2018-03-22 2022-02-22 深圳大学 运动模糊图像的模糊处理方法、装置、设备及存储介质
US10915798B1 (en) * 2018-05-15 2021-02-09 Adobe Inc. Systems and methods for hierarchical webly supervised training for recognizing emotions in images
US10887640B2 (en) * 2018-07-11 2021-01-05 Adobe Inc. Utilizing artificial intelligence to generate enhanced digital content and improve digital content campaign design
US11481416B2 (en) * 2018-07-12 2022-10-25 International Business Machines Corporation Question Answering using trained generative adversarial network based modeling of text
CN110163235B (zh) * 2018-10-11 2023-07-11 腾讯科技（深圳）有限公司 图像增强模型的训练、图像增强方法、装置和存储介质
US10943377B2 (en) * 2018-10-15 2021-03-09 Shutterstock, Inc. Creating images using image anchors and generative adversarial networks
US11151425B2 (en) * 2018-11-13 2021-10-19 Nielsen Consumer Llc Methods and apparatus to perform image analyses in a computing environment
CN109783798A (zh) * 2018-12-12 2019-05-21 平安科技（深圳）有限公司 文本信息添加图片的方法、装置、终端及存储介质
US10957017B1 (en) * 2019-04-16 2021-03-23 Shutterstock, Inc. Synthetic image detector
US11373390B2 (en) * 2019-06-21 2022-06-28 Adobe Inc. Generating scene graphs from digital images using external knowledge and image reconstruction
US11183294B2 (en) * 2019-08-30 2021-11-23 International Business Machines Corporation Automatic detection and replacement of identifying information in images using machine learning

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019045984A (ja) * 2017-08-30 2019-03-22 株式会社日立製作所 データ合成装置および方法
JP6430047B1 (ja) * 2018-01-18 2018-11-28 ヤフー株式会社 情報提供装置、情報提供方法、および情報提供プログラム

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CN113841161B (zh) 2025-12-19
US20250373912A1 (en) 2025-12-04
US11856276B2 (en) 2023-12-26
US12418706B2 (en) 2025-09-16
WO2021050874A1 (en) 2021-03-18
US20240089564A1 (en) 2024-03-14
JP2025172929A (ja) 2025-11-26
CN113841161A (zh) 2021-12-24
EP3932086A1 (en) 2022-01-05
EP3932086B1 (en) 2025-04-02
US20210081719A1 (en) 2021-03-18
CN121505422A (zh) 2026-02-10

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