JPWO2021220343A1 - - Google Patents
Info
- Publication number
- JPWO2021220343A1 JPWO2021220343A1 JP2022518441A JP2022518441A JPWO2021220343A1 JP WO2021220343 A1 JPWO2021220343 A1 JP WO2021220343A1 JP 2022518441 A JP2022518441 A JP 2022518441A JP 2022518441 A JP2022518441 A JP 2022518441A JP WO2021220343 A1 JPWO2021220343 A1 JP WO2021220343A1
- Authority
- JP
- Japan
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
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- 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
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T11/00—Two-dimensional [2D] image generation
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- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0475—Generative networks
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- 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
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- 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
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
- G06V10/7747—Organisation of the process, e.g. bagging or boosting
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- 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
- G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
- G06V10/778—Active pattern-learning, e.g. online learning of image or video features
- G06V10/7784—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors
- G06V10/7792—Active pattern-learning, e.g. online learning of image or video features based on feedback from supervisors the supervisor being an automated module, e.g. "intelligent oracle"
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- 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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Computing Systems (AREA)
- General Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Databases & Information Systems (AREA)
- Data Mining & Analysis (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Multimedia (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Neurology (AREA)
- Processing Or Creating Images (AREA)
- Image Analysis (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2020/017974 WO2021220343A1 (ja) | 2020-04-27 | 2020-04-27 | データ生成装置、データ生成方法、学習装置及び記録媒体 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JPWO2021220343A1 true JPWO2021220343A1 (https=) | 2021-11-04 |
| JPWO2021220343A5 JPWO2021220343A5 (https=) | 2023-01-23 |
| JP7392836B2 JP7392836B2 (ja) | 2023-12-06 |
Family
ID=78373422
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022518441A Active JP7392836B2 (ja) | 2020-04-27 | 2020-04-27 | データ生成装置、データ生成方法、学習装置及び記録媒体 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20220366228A1 (https=) |
| JP (1) | JP7392836B2 (https=) |
| WO (1) | WO2021220343A1 (https=) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2023149513A1 (ja) * | 2022-02-05 | 2023-08-10 | 国立大学法人 東京大学 | 偽造画像検出装置、偽造画像検出方法、及びプログラム |
| KR20230135383A (ko) * | 2022-03-16 | 2023-09-25 | 삼성에스디에스 주식회사 | 가짜 이미지 판별 모델 학습 방법 및 장치 |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2020013563A (ja) * | 2018-07-19 | 2020-01-23 | パロ アルト リサーチ センター インコーポレイテッド | 意味的情報に基づいてフォトリアリスティックな合成画像を生成するためのシステムおよび方法 |
Family Cites Families (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11080918B2 (en) * | 2016-05-25 | 2021-08-03 | Metail Limited | Method and system for predicting garment attributes using deep learning |
| WO2018055684A1 (ja) * | 2016-09-21 | 2018-03-29 | 株式会社島津製作所 | 画像処理装置 |
| US10885531B2 (en) * | 2018-01-29 | 2021-01-05 | Accenture Global Solutions Limited | Artificial intelligence counterfeit detection |
| US11621058B2 (en) * | 2018-02-08 | 2023-04-04 | Ohio State Innovation Foundation | Synthetic IHC-stained digital sides generated using artificial neural networks |
| BR112020022560A2 (pt) * | 2018-09-30 | 2021-06-01 | Boe Technology Group Co., Ltd. | aparelho e método para processamento de imagens e sistema para rede neural de treinamento |
| CN114746908B (zh) * | 2020-01-23 | 2025-07-15 | 瑞典爱立信有限公司 | 用于图像分类的方法和装置 |
-
2020
- 2020-04-27 JP JP2022518441A patent/JP7392836B2/ja active Active
- 2020-04-27 US US17/618,998 patent/US20220366228A1/en active Pending
- 2020-04-27 WO PCT/JP2020/017974 patent/WO2021220343A1/ja not_active Ceased
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2020013563A (ja) * | 2018-07-19 | 2020-01-23 | パロ アルト リサーチ センター インコーポレイテッド | 意味的情報に基づいてフォトリアリスティックな合成画像を生成するためのシステムおよび方法 |
Non-Patent Citations (1)
| Title |
|---|
| VANDENHENDE, SIMON ET AL.: "A Three-Player GAN: Generating Hard Samples To Improve Classification Networks", ARXIV, JPN6023043567, 2019, ISSN: 0005180856 * |
Also Published As
| Publication number | Publication date |
|---|---|
| JP7392836B2 (ja) | 2023-12-06 |
| WO2021220343A1 (ja) | 2021-11-04 |
| US20220366228A1 (en) | 2022-11-17 |
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