CN115380307A - 数据生成装置、数据生成方法及程序 - Google Patents

数据生成装置、数据生成方法及程序 Download PDF

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Publication number
CN115380307A
CN115380307A CN202180024507.9A CN202180024507A CN115380307A CN 115380307 A CN115380307 A CN 115380307A CN 202180024507 A CN202180024507 A CN 202180024507A CN 115380307 A CN115380307 A CN 115380307A
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China
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CN202180024507.9A
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English (en)
Chinese (zh)
Inventor
奥田修二郎
渡边由
井筒浩
儿玉启辅
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Denka Co Ltd
Niigata University NUC
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Denka Co Ltd
Niigata University NUC
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Publication of CN115380307A publication Critical patent/CN115380307A/zh
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/10—Texturing; Colouring; Generation of textures or colours
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/187—Segmentation; Edge detection involving region growing; involving region merging; involving connected component labelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20021—Dividing image into blocks, subimages or windows
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30096—Tumor; Lesion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/41—Medical
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
CN202180024507.9A 2020-04-06 2021-04-05 数据生成装置、数据生成方法及程序 Pending CN115380307A (zh)

Applications Claiming Priority (3)

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JP2020-068413 2020-04-06
JP2020068413 2020-04-06
PCT/JP2021/014494 WO2021206053A1 (ja) 2020-04-06 2021-04-05 データ生成装置、データ生成方法及びプログラム

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CN115380307A true CN115380307A (zh) 2022-11-22

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US (1) US12387339B2 (https=)
EP (1) EP4134909A4 (https=)
JP (2) JP7236202B2 (https=)
KR (1) KR20220164755A (https=)
CN (1) CN115380307A (https=)
WO (1) WO2021206053A1 (https=)

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WO2024247990A1 (ja) * 2023-05-31 2024-12-05 デンカ株式会社 プログラム、生成方法及びシステム
JPWO2024247991A1 (https=) 2023-05-31 2024-12-05

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WO2019159821A1 (ja) * 2018-02-15 2019-08-22 国立大学法人新潟大学 高頻度変異型癌の判別システム、プログラム及び方法
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JP2019192082A (ja) * 2018-04-27 2019-10-31 Ａｗｌ株式会社 学習用サーバ、不足学習用画像収集支援システム、及び不足学習用画像推定プログラム
US20190355113A1 (en) * 2018-05-21 2019-11-21 Corista, LLC Multi-sample Whole Slide Image Processing in Digital Pathology via Multi-resolution Registration and Machine Learning
JP2020035039A (ja) * 2018-08-28 2020-03-05 株式会社東芝 更新支援装置、更新支援方法およびプログラム

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JP2005185560A (ja) 2003-12-25 2005-07-14 Konica Minolta Medical & Graphic Inc 医用画像処理装置及び医用画像処理システム
US9575994B2 (en) * 2011-02-11 2017-02-21 Siemens Aktiengesellschaft Methods and devices for data retrieval
US9491318B2 (en) * 2015-04-13 2016-11-08 Kodak Alaris Inc. Automatically generated visual annotated graphic legend
JP2017099721A (ja) 2015-12-02 2017-06-08 パナソニックＩｐマネジメント株式会社 画像処理装置及び画像処理方法
JP6702716B2 (ja) 2015-12-21 2020-06-03 キヤノン株式会社 画像処理装置、画像処理方法及びプログラム
JP6623851B2 (ja) 2016-03-08 2019-12-25 富士通株式会社 学習方法、情報処理装置および学習プログラム
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JP7027070B2 (ja) 2017-08-31 2022-03-01 キヤノン株式会社 情報処理装置、情報処理方法、及びプログラム
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CN104470416A (zh) * 2012-07-17 2015-03-25 Hoya株式会社 图像处理装置和内窥镜装置
US10062039B1 (en) * 2017-06-28 2018-08-28 CS Disco, Inc. Methods and apparatus for asynchronous and interactive machine learning using word embedding within text-based documents and multimodal documents
WO2019159821A1 (ja) * 2018-02-15 2019-08-22 国立大学法人新潟大学 高頻度変異型癌の判別システム、プログラム及び方法
US20190266722A1 (en) * 2018-02-28 2019-08-29 Fujifilm Corporation Learning data creation support apparatus, learning data creation support method, and learning data creation support program
JP2019192082A (ja) * 2018-04-27 2019-10-31 Ａｗｌ株式会社 学習用サーバ、不足学習用画像収集支援システム、及び不足学習用画像推定プログラム
US20190355113A1 (en) * 2018-05-21 2019-11-21 Corista, LLC Multi-sample Whole Slide Image Processing in Digital Pathology via Multi-resolution Registration and Machine Learning
JP2020035039A (ja) * 2018-08-28 2020-03-05 株式会社東芝 更新支援装置、更新支援方法およびプログラム

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JPWO2021206053A1 (https=) 2021-10-14
EP4134909A4 (en) 2024-02-21
JP7642002B2 (ja) 2025-03-07
JP7236202B2 (ja) 2023-03-09
US12387339B2 (en) 2025-08-12
EP4134909A1 (en) 2023-02-15
KR20220164755A (ko) 2022-12-13
US20230148243A1 (en) 2023-05-11
WO2021206053A1 (ja) 2021-10-14
JP2023058726A (ja) 2023-04-25

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