KR20150131046A - 현미경 이미지의 이미지 품질 평가 - Google Patents

현미경 이미지의 이미지 품질 평가 Download PDF

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Publication number
KR20150131046A
KR20150131046A KR1020157025280A KR20157025280A KR20150131046A KR 20150131046 A KR20150131046 A KR 20150131046A KR 1020157025280 A KR1020157025280 A KR 1020157025280A KR 20157025280 A KR20157025280 A KR 20157025280A KR 20150131046 A KR20150131046 A KR 20150131046A
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KR
South Korea
Prior art keywords
image
pixel
correlation
determining
fourier transform
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KR1020157025280A
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English (en)
Korean (ko)
Inventor
케빈 버나드 케니
메간 펄 로스니
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제너럴 일렉트릭 캄파니
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Withdrawn legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/69Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/693Acquisition
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • G06T7/0036
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/37Determination of transform parameters for the alignment of images, i.e. image registration using transform domain methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/98Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993Evaluation of the quality of the acquired pattern
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00Indexing scheme for image data processing or generation, in general
    • G06T2200/32Indexing scheme for image data processing or generation, in general involving image mosaicing
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30024Cell structures in vitro; Tissue sections in vitro
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30072Microarray; Biochip, DNA array; Well plate

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  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Microscoopes, Condenser (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
KR1020157025280A 2013-03-18 2014-03-18 현미경 이미지의 이미지 품질 평가 Withdrawn KR20150131046A (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US13/846,447 2013-03-18
US13/846,447 US9064304B2 (en) 2013-03-18 2013-03-18 Image quality assessment of microscopy images
PCT/US2014/030972 WO2014153322A2 (en) 2013-03-18 2014-03-18 Image quality assessment of microscopy images

Publications (1)

Publication Number Publication Date
KR20150131046A true KR20150131046A (ko) 2015-11-24

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Family Applications (1)

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KR1020157025280A Withdrawn KR20150131046A (ko) 2013-03-18 2014-03-18 현미경 이미지의 이미지 품질 평가

Country Status (10)

Country Link
US (1) US9064304B2 (enExample)
EP (1) EP2976747B1 (enExample)
JP (1) JP6594294B2 (enExample)
KR (1) KR20150131046A (enExample)
CN (1) CN105190690A (enExample)
AU (1) AU2014236057B2 (enExample)
CA (1) CA2900544A1 (enExample)
RU (1) RU2015137587A (enExample)
SG (1) SG11201507736PA (enExample)
WO (1) WO2014153322A2 (enExample)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9064304B2 (en) * 2013-03-18 2015-06-23 General Electric Company Image quality assessment of microscopy images
EP3955042B1 (en) 2013-08-26 2024-08-21 S.D. Sight Diagnostics Ltd. Digital microscopy systems, methods and computer program products
JP2015219282A (ja) * 2014-05-14 2015-12-07 ソニー株式会社 画像処理装置、画像処理プログラム、画像処理方法及び顕微鏡システム
WO2016120441A2 (en) * 2015-01-30 2016-08-04 Ventana Medical Systems, Inc. Quality metrics for automatic evaluation of dual ish images
AU2016211981A1 (en) * 2015-01-31 2017-07-27 F. Hoffmann-La Roche Ag Quality control of automated whole-slide analysis
US9767387B2 (en) * 2015-09-09 2017-09-19 Accenture Global Services Limited Predicting accuracy of object recognition in a stitched image
AU2016322966B2 (en) * 2015-09-17 2021-10-14 S.D. Sight Diagnostics Ltd Methods and apparatus for detecting an entity in a bodily sample
US9779492B1 (en) 2016-03-15 2017-10-03 International Business Machines Corporation Retinal image quality assessment, error identification and automatic quality correction
WO2017168411A1 (en) 2016-03-30 2017-10-05 S.D. Sight Diagnostics Ltd Image processing device for identifying blood parasites
US10674953B2 (en) * 2016-04-20 2020-06-09 Welch Allyn, Inc. Skin feature imaging system
US11307196B2 (en) 2016-05-11 2022-04-19 S.D. Sight Diagnostics Ltd. Sample carrier for optical measurements
CN109564209B (zh) 2016-05-11 2022-05-31 思迪赛特诊断有限公司 对样品实施的光学测量
CA3023614C (en) * 2016-05-16 2023-08-01 The Governing Council Of The University Of Toronto Methods and systems for image alignment of at least one image to a model
EP3710810B1 (en) 2017-11-14 2023-09-06 S.D. Sight Diagnostics Ltd. Sample carrier for optical measurements
AU2020400401A1 (en) 2019-12-12 2022-06-02 S.D. Sight Diagnostics Ltd Analyzing an analyte disposed within a medium
JP7677972B2 (ja) 2019-12-12 2025-05-15 エス.ディー.サイト ダイアグノスティックス リミテッド カラー血液スミア画像の人工的な生成
WO2021127019A1 (en) 2019-12-17 2021-06-24 Applied Materials, Inc. System and method for acquisition and processing of multiplexed fluorescence in-situ hybridization images
US11250568B2 (en) * 2020-03-06 2022-02-15 Bostongene Corporation Techniques for determining tissue characteristics using multiplexed immunofluorescence imaging
US12056866B2 (en) 2021-10-28 2024-08-06 Mectron Engineering Company, Inc. Method of optical quality inspection of workpieces

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5753130A (en) 1992-05-15 1998-05-19 Micron Technology, Inc. Method for forming a substantially uniform array of sharp tips
EP0864082B1 (en) 1995-11-30 2003-04-02 Chromavision Medical Systems, Inc. Method for automated image analysis of biological specimens
JP4206192B2 (ja) 2000-11-09 2009-01-07 株式会社日立製作所 パターン検査方法及び装置
US6266452B1 (en) 1999-03-18 2001-07-24 Nec Research Institute, Inc. Image registration method
US7219016B2 (en) 2001-04-20 2007-05-15 Yale University Systems and methods for automated analysis of cells and tissues
US7490085B2 (en) 2002-12-18 2009-02-10 Ge Medical Systems Global Technology Company, Llc Computer-assisted data processing system and method incorporating automated learning
US20040122787A1 (en) 2002-12-18 2004-06-24 Avinash Gopal B. Enhanced computer-assisted medical data processing system and method
JP2004240931A (ja) * 2003-02-05 2004-08-26 Sony Corp 画像照合装置、画像照合方法、およびプログラム
JP4327485B2 (ja) 2003-03-20 2009-09-09 株式会社日立国際電気 欠陥検査装置
US8014625B2 (en) * 2004-11-10 2011-09-06 Agfa Healthcare Method of performing measurements on digital images
JP4541213B2 (ja) * 2005-04-01 2010-09-08 共同印刷株式会社 電子透かし挿入方法及び電子透かし検出方法並びに電子透かし挿入装置及び電子透かし検出装置
US7709222B2 (en) 2006-07-13 2010-05-04 Yale University Methods for making cancer prognoses based on subcellular localization of biomarkers
US8131476B2 (en) 2006-08-07 2012-03-06 General Electric Company System and method for co-registering multi-channel images of a tissue micro array
CN101542527A (zh) * 2006-11-16 2009-09-23 维斯欧法姆有限公司 可组合图像的基于特征的配准
WO2008076910A1 (en) 2006-12-15 2008-06-26 The Board Of Trustees Of The Leland Stanford Junior University Image mosaicing systems and methods
JP2008282338A (ja) * 2007-05-14 2008-11-20 Toshiba Corp 画像処理装置、画像処理プログラム及び方法
US8369600B2 (en) 2008-03-25 2013-02-05 General Electric Company Method and apparatus for detecting irregularities in tissue microarrays
US8880351B2 (en) * 2008-03-25 2014-11-04 General Electric Company Method and apparatus for analysis of tissue microarrays
JP4513906B2 (ja) * 2008-06-27 2010-07-28 ソニー株式会社 画像処理装置、画像処理方法、プログラム及び記録媒体
JP2010141572A (ja) * 2008-12-11 2010-06-24 Kyodo Printing Co Ltd データ点検出方法、データ点検出装置及びデータ点検出プログラム
US20110115896A1 (en) 2009-11-19 2011-05-19 Drexel University High-speed and large-scale microscope imaging
US8396269B2 (en) 2010-04-08 2013-03-12 Digital Pathco LLC Image quality assessment including comparison of overlapped margins
JP2012147180A (ja) * 2011-01-11 2012-08-02 Mitsubishi Electric Corp 画像位置特定装置及び方法、位置合わせ信号埋込装置及び方法
US9247133B2 (en) * 2011-06-01 2016-01-26 Apple Inc. Image registration using sliding registration windows
US9064304B2 (en) * 2013-03-18 2015-06-23 General Electric Company Image quality assessment of microscopy images

Also Published As

Publication number Publication date
EP2976747A2 (en) 2016-01-27
RU2015137587A (ru) 2017-04-24
CA2900544A1 (en) 2014-09-25
WO2014153322A2 (en) 2014-09-25
US9064304B2 (en) 2015-06-23
JP6594294B2 (ja) 2019-10-23
EP2976747B1 (en) 2020-01-22
AU2014236057B2 (en) 2019-08-01
JP2016514868A (ja) 2016-05-23
SG11201507736PA (en) 2015-10-29
AU2014236057A1 (en) 2015-09-03
WO2014153322A3 (en) 2014-11-27
CN105190690A (zh) 2015-12-23
US20140270425A1 (en) 2014-09-18

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PA0105 International application

Patent event date: 20150915

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PC1203 Withdrawal of no request for examination
WITN Application deemed withdrawn, e.g. because no request for examination was filed or no examination fee was paid