JP2020534594A5 - - Google Patents
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- JP2020534594A5 JP2020534594A5 JP2020514281A JP2020514281A JP2020534594A5 JP 2020534594 A5 JP2020534594 A5 JP 2020534594A5 JP 2020514281 A JP2020514281 A JP 2020514281A JP 2020514281 A JP2020514281 A JP 2020514281A JP 2020534594 A5 JP2020534594 A5 JP 2020534594A5
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- 238000000034 method Methods 0.000 claims 36
- 238000010801 machine learning Methods 0.000 claims 21
- 238000012549 training Methods 0.000 claims 18
- 238000012545 processing Methods 0.000 claims 6
- 238000012360 testing method Methods 0.000 claims 6
- 238000012935 Averaging Methods 0.000 claims 3
- 238000004590 computer program Methods 0.000 claims 2
- 230000006870 function Effects 0.000 claims 2
- 230000004044 response Effects 0.000 claims 2
- 238000007670 refining Methods 0.000 claims 1
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US15/711,756 | 2017-09-21 | ||
| US15/711,756 US10496902B2 (en) | 2017-09-21 | 2017-09-21 | Data augmentation for image classification tasks |
| US15/843,687 US10614346B2 (en) | 2017-09-21 | 2017-12-15 | Data augmentation for image classification tasks |
| US15/843,687 | 2017-12-15 | ||
| PCT/IB2018/057257 WO2019058300A1 (en) | 2017-09-21 | 2018-09-20 | INCREASING DATA FOR IMAGE CLASSIFICATION TASKS |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2020534594A JP2020534594A (ja) | 2020-11-26 |
| JP2020534594A5 true JP2020534594A5 (https=) | 2021-01-14 |
| JP7034265B2 JP7034265B2 (ja) | 2022-03-11 |
Family
ID=65719394
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020514281A Active JP7034265B2 (ja) | 2017-09-21 | 2018-09-20 | 画像分類タスクの機械学習を実施するためのコンピュータ実装方法、コンピュータ・プログラム製品、およびコンピュータ処理システム、ならびに自動車のための先進運転者支援システム |
Country Status (5)
| Country | Link |
|---|---|
| US (4) | US10496902B2 (https=) |
| JP (1) | JP7034265B2 (https=) |
| CN (1) | CN111033523B (https=) |
| GB (1) | GB2580002B (https=) |
| WO (1) | WO2019058300A1 (https=) |
Families Citing this family (26)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US10496902B2 (en) * | 2017-09-21 | 2019-12-03 | International Business Machines Corporation | Data augmentation for image classification tasks |
| US10740400B2 (en) * | 2018-08-28 | 2020-08-11 | Google Llc | Image analysis for results of textual image queries |
| US11544500B2 (en) * | 2019-02-12 | 2023-01-03 | International Business Machines Corporation | Data augmentation for image classification tasks |
| CN109978071A (zh) * | 2019-04-03 | 2019-07-05 | 西北工业大学 | 基于数据增广和分类器融合的高光谱图像分类方法 |
| CN111798000A (zh) * | 2019-04-09 | 2020-10-20 | Oppo广东移动通信有限公司 | 数据优化方法、装置、存储介质及电子设备 |
| EP3731155B1 (en) * | 2019-04-25 | 2025-09-17 | ABB Schweiz AG | Apparatus and method for drive selection using machine learning |
| US11520521B2 (en) * | 2019-06-20 | 2022-12-06 | Western Digital Technologies, Inc. | Storage controller having data augmentation components for use with non-volatile memory die |
| WO2021006622A1 (en) | 2019-07-09 | 2021-01-14 | Samsung Electronics Co., Ltd. | Electronic apparatus and controlling method thereof |
| CN110796176B (zh) * | 2019-10-09 | 2022-12-16 | 武汉大学 | 一种基于像素对和加权投票的高分辨率影像分类方法和系统 |
| CN111275080B (zh) * | 2020-01-14 | 2021-01-08 | 腾讯科技(深圳)有限公司 | 基于人工智能的图像分类模型训练方法、分类方法及装置 |
| CN111507378A (zh) * | 2020-03-24 | 2020-08-07 | 华为技术有限公司 | 训练图像处理模型的方法和装置 |
| KR102528405B1 (ko) * | 2020-04-08 | 2023-05-02 | 에스케이텔레콤 주식회사 | 이미지를 분류하도록 훈련된 신경망을 이용하는 이미지 분류 장치 및 방법 |
| CA3166581A1 (en) * | 2020-05-22 | 2021-11-25 | Parisa Darvish Zadeh Varcheie | Method and system for training inspection equipment for automatic defect classification |
| CN111885280B (zh) * | 2020-07-17 | 2021-04-13 | 电子科技大学 | 一种混合卷积神经网络视频编码环路滤波方法 |
| US12159213B2 (en) | 2020-11-04 | 2024-12-03 | Intrinsic Innovation Llc | Source-agnostic image processing |
| US11170581B1 (en) * | 2020-11-12 | 2021-11-09 | Intrinsic Innovation Llc | Supervised domain adaptation |
| US20240005643A1 (en) * | 2020-12-09 | 2024-01-04 | Sony Group Corporation | Information processing apparatus, information processing method, computer program, imaging device, vehicle device, and medical robot device |
| CN114691912A (zh) | 2020-12-25 | 2022-07-01 | 日本电气株式会社 | 图像处理的方法、设备和计算机可读存储介质 |
| US12266098B2 (en) * | 2021-11-11 | 2025-04-01 | International Business Machines Corporation | Improving model performance by artificial blending of healthy tissue |
| CN116318481A (zh) * | 2021-12-20 | 2023-06-23 | 华为技术有限公司 | 一种通信方法及装置 |
| US20230205873A1 (en) * | 2021-12-29 | 2023-06-29 | Micron Technology, Inc. | Training procedure change determination to detect attack |
| CN116523760A (zh) * | 2022-01-21 | 2023-08-01 | 戴尔产品有限公司 | 数据增强的方法、设备和计算机程序产品 |
| JP7815035B2 (ja) * | 2022-06-01 | 2026-02-17 | 株式会社東芝 | 表現学習装置、方法及びプログラム |
| KR102898537B1 (ko) * | 2022-07-05 | 2025-12-10 | 광주과학기술원 | 미분류 데이터를 이용하여 신경망의 학습을 조기 종료하는 방법 |
| CN115618962B (zh) * | 2022-10-18 | 2023-05-23 | 支付宝(杭州)信息技术有限公司 | 一种模型训练的方法、业务风控的方法及装置 |
| US12586356B2 (en) | 2023-02-02 | 2026-03-24 | Ford Global Technologies, Llc | Artificial image generation with traffic signs |
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| US8416847B2 (en) * | 1998-12-21 | 2013-04-09 | Zin Stai Pte. In, Llc | Separate plane compression using plurality of compression methods including ZLN and ZLD methods |
| US7082211B2 (en) * | 2002-05-31 | 2006-07-25 | Eastman Kodak Company | Method and system for enhancing portrait images |
| CN101452575B (zh) * | 2008-12-12 | 2010-07-28 | 北京航空航天大学 | 一种基于神经网络的图像自适应增强方法 |
| US8873813B2 (en) * | 2012-09-17 | 2014-10-28 | Z Advanced Computing, Inc. | Application of Z-webs and Z-factors to analytics, search engine, learning, recognition, natural language, and other utilities |
| US9418467B2 (en) | 2012-12-21 | 2016-08-16 | Honda Motor Co., Ltd. | 3D human models applied to pedestrian pose classification |
| CN103310229B (zh) | 2013-06-15 | 2016-09-07 | 浙江大学 | 一种用于图像分类的多任务机器学习方法及其装置 |
| US9536293B2 (en) | 2014-07-30 | 2017-01-03 | Adobe Systems Incorporated | Image assessment using deep convolutional neural networks |
| CN104318266B (zh) * | 2014-10-19 | 2017-06-13 | 温州大学 | 一种图像智能分析处理预警方法 |
| GB2532075A (en) * | 2014-11-10 | 2016-05-11 | Lego As | System and method for toy recognition and detection based on convolutional neural networks |
| US20160140438A1 (en) | 2014-11-13 | 2016-05-19 | Nec Laboratories America, Inc. | Hyper-class Augmented and Regularized Deep Learning for Fine-grained Image Classification |
| EP3029606A3 (en) | 2014-11-14 | 2016-09-14 | Thomson Licensing | Method and apparatus for image classification with joint feature adaptation and classifier learning |
| US9501707B2 (en) * | 2015-04-16 | 2016-11-22 | Xerox Corporation | Method and system for bootstrapping an OCR engine for license plate recognition |
| CN106296623B (zh) * | 2015-06-10 | 2019-07-05 | 腾讯科技(深圳)有限公司 | 一种图片处理方法及装置 |
| US10176642B2 (en) * | 2015-07-17 | 2019-01-08 | Bao Tran | Systems and methods for computer assisted operation |
| US9684967B2 (en) | 2015-10-23 | 2017-06-20 | International Business Machines Corporation | Imaging segmentation using multi-scale machine learning approach |
| US10068171B2 (en) | 2015-11-12 | 2018-09-04 | Conduent Business Services, Llc | Multi-layer fusion in a convolutional neural network for image classification |
| US9721334B2 (en) * | 2015-12-03 | 2017-08-01 | International Business Machines Corporation | Work-piece defect inspection via optical images and CT images |
| US10373073B2 (en) | 2016-01-11 | 2019-08-06 | International Business Machines Corporation | Creating deep learning models using feature augmentation |
| US9864931B2 (en) * | 2016-04-13 | 2018-01-09 | Conduent Business Services, Llc | Target domain characterization for data augmentation |
| CN106169081B (zh) | 2016-06-29 | 2019-07-05 | 北京工业大学 | 一种基于不同照度的图像分类及处理方法 |
| US20180137391A1 (en) * | 2016-11-13 | 2018-05-17 | Imagry (Israel) Ltd. | System and method for training image classifier |
| CN106709907A (zh) * | 2016-12-08 | 2017-05-24 | 上海联影医疗科技有限公司 | Mr图像的处理方法及装置 |
| CN106934815A (zh) * | 2017-02-27 | 2017-07-07 | 南京理工大学 | 基于混合区域的活动轮廓模型图像分割方法 |
| CN107169939A (zh) * | 2017-05-31 | 2017-09-15 | 广东欧珀移动通信有限公司 | 图像处理方法及相关产品 |
| JP2019003565A (ja) | 2017-06-19 | 2019-01-10 | コニカミノルタ株式会社 | 画像処理装置、画像処理方法、及び画像処理プログラム |
| US10496902B2 (en) * | 2017-09-21 | 2019-12-03 | International Business Machines Corporation | Data augmentation for image classification tasks |
-
2017
- 2017-09-21 US US15/711,756 patent/US10496902B2/en active Active
- 2017-12-15 US US15/843,687 patent/US10614346B2/en active Active
-
2018
- 2018-09-20 CN CN201880054715.1A patent/CN111033523B/zh active Active
- 2018-09-20 GB GB2005186.8A patent/GB2580002B/en active Active
- 2018-09-20 JP JP2020514281A patent/JP7034265B2/ja active Active
- 2018-09-20 WO PCT/IB2018/057257 patent/WO2019058300A1/en not_active Ceased
-
2019
- 2019-11-12 US US16/681,373 patent/US11120309B2/en not_active Expired - Fee Related
-
2020
- 2020-02-04 US US16/781,411 patent/US11238317B2/en active Active
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