JP6659832B2 - 正規化及びアーチファクト補正のための画像処理方法及び画像処理装置 - Google Patents

正規化及びアーチファクト補正のための画像処理方法及び画像処理装置 Download PDF

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JP6659832B2
JP6659832B2 JP2018514896A JP2018514896A JP6659832B2 JP 6659832 B2 JP6659832 B2 JP 6659832B2 JP 2018514896 A JP2018514896 A JP 2018514896A JP 2018514896 A JP2018514896 A JP 2018514896A JP 6659832 B2 JP6659832 B2 JP 6659832B2
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ラクシュミー，プリヤ
ダイアモンド，ジム
ハミルトン，ピーター
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Koninklijke Philips NV
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/90—Dynamic range modification of images or parts thereof
    • G06T5/92—Dynamic range modification of images or parts thereof based on global image properties
    • 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
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N1/00—Sampling; Preparing specimens for investigation
    • G01N1/28—Preparing specimens for investigation including physical details of (bio-)chemical methods covered elsewhere, e.g. G01N33/50, C12Q
    • G01N1/30—Staining; Impregnating ; Fixation; Dehydration; Multistep processes for preparing samples of tissue, cell or nucleic acid material and the like for analysis
    • G—PHYSICS
    • G02—OPTICS
    • G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00—Microscopes
    • G02B21/36—Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • G02B21/365—Control or image processing arrangements for digital or video microscopes
    • 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/40—Analysis of texture
    • G06T7/41—Analysis of texture based on statistical description of texture
    • G06T7/42—Analysis of texture based on statistical description of texture using transform domain methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/695—Preprocessing, e.g. image segmentation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N9/00—Details of colour television systems
    • H04N9/64—Circuits for processing colour signals
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N1/00—Sampling; Preparing specimens for investigation
    • G01N1/28—Preparing specimens for investigation including physical details of (bio-)chemical methods covered elsewhere, e.g. G01N33/50, C12Q
    • G01N1/30—Staining; Impregnating ; Fixation; Dehydration; Multistep processes for preparing samples of tissue, cell or nucleic acid material and the like for analysis
    • G01N2001/302—Stain compositions
    • 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
    • G06T2207/10056—Microscopic 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Radiology & Medical Imaging (AREA)
  • Biomedical Technology (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Molecular Biology (AREA)
  • Quality & Reliability (AREA)
  • Signal Processing (AREA)
  • Probability & Statistics with Applications (AREA)
  • Biochemistry (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Optics & Photonics (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
JP2018514896A 2015-09-23 2016-09-23 正規化及びアーチファクト補正のための画像処理方法及び画像処理装置 Active JP6659832B2 (ja)

Applications Claiming Priority (3)

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GB1516866.9 2015-09-23
GB1516866.9A GB2542764A (en) 2015-09-23 2015-09-23 Image processing method and apparatus for normalisation and artefact correction
PCT/GB2016/052969 WO2017051187A1 (en) 2015-09-23 2016-09-23 Image processing method & apparatus for normalisaton and artefact correction

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JP2018535471A JP2018535471A (ja) 2018-11-29
JP2018535471A5 JP2018535471A5 (https=) 2019-10-10
JP6659832B2 true JP6659832B2 (ja) 2020-03-04

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US (1) US10573002B2 (https=)
EP (1) EP3353740B1 (https=)
JP (1) JP6659832B2 (https=)
CN (1) CN108140236A (https=)
GB (1) GB2542764A (https=)
WO (1) WO2017051187A1 (https=)

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JP7156361B2 (ja) * 2018-03-08 2022-10-19 コニカミノルタ株式会社 画像処理方法、画像処理装置及びプログラム
US11756194B2 (en) * 2018-07-11 2023-09-12 Vilniaus Universitetas; Computer-implemented process on an image of a biological sample
US11302033B2 (en) * 2019-07-22 2022-04-12 Adobe Inc. Classifying colors of objects in digital images
JP7209968B2 (ja) * 2019-10-09 2023-01-23 富士フイルム株式会社 画像処理装置、画像処理装置の作動方法、画像処理装置の作動プログラム
US11621078B2 (en) 2020-03-18 2023-04-04 International Business Machines Corporation Pre-processing whole slide images in cognitive medical pipelines
CN111507902B (zh) * 2020-04-15 2023-09-26 京东城市(北京)数字科技有限公司 一种高分辨率图像获取方法及装置
JPWO2023228229A1 (https=) * 2022-05-23 2023-11-30
WO2025155834A1 (en) * 2024-01-19 2025-07-24 The Children's Medical Center Corporation Systems and methods for generating normalized images of biological tissue sections

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JP2649367B2 (ja) * 1987-02-13 1997-09-03 オリンパス光学工業株式会社 多次元画像相関演算装置
US5719024A (en) * 1993-08-18 1998-02-17 Applied Spectral Imaging Ltd. Method for chromosome classification by decorrelation statistical analysis and hardware therefore
US5991028A (en) * 1991-02-22 1999-11-23 Applied Spectral Imaging Ltd. Spectral bio-imaging methods for cell classification
WO1993016442A1 (en) * 1992-02-18 1993-08-19 Neopath, Inc. Method for identifying objects using data processing techniques
US5995645A (en) * 1993-08-18 1999-11-30 Applied Spectral Imaging Ltd. Method of cancer cell detection
US6718053B1 (en) * 1996-11-27 2004-04-06 Chromavision Medical Systems, Inc. Method and apparatus for automated image analysis of biological specimens
US6671661B1 (en) * 1999-05-19 2003-12-30 Microsoft Corporation Bayesian principal component analysis
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CN100520824C (zh) * 2007-01-15 2009-07-29 浙江大学 一种基于主成分分析的颜色调整方法
US20100329535A1 (en) * 2009-06-26 2010-12-30 Marc Macenko Methods, Systems and Computer Program Products for Analyzing Histology Slide Images
TW201117112A (en) * 2009-11-12 2011-05-16 Univ Nat Cheng Kung Long distance person identification using height measurement and face recognition
JP5813751B2 (ja) * 2010-04-18 2015-11-17 アイマックス ヨーロッパ ソシエテ アノニム プロジェクタによって投影される画像を生成する方法及び画像投影システム
US9031294B2 (en) * 2010-07-23 2015-05-12 National Institute Of Advanced Industrial Science And Technology Region segmented image data creating system and feature extracting system for histopathological images
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RU2014128596A (ru) * 2011-12-13 2016-02-10 Конинклейке Филипс Н.В. Автоматическое определение коэффициента регуляризации для итерационного восстановления изображения с регуляризацией и/или шумоподавлением изображения
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US10061972B2 (en) * 2015-05-28 2018-08-28 Tokitae Llc Image analysis systems and related methods

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US10573002B2 (en) 2020-02-25
EP3353740B1 (en) 2019-11-27
EP3353740A1 (en) 2018-08-01
US20180357765A1 (en) 2018-12-13
JP2018535471A (ja) 2018-11-29
CN108140236A (zh) 2018-06-08
GB2542764A (en) 2017-04-05
GB201516866D0 (en) 2015-11-04
WO2017051187A1 (en) 2017-03-30

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