CN104541152B - 使用拟合选择标准的高斯残差的图像归一化装置、系统和方法 - Google Patents

使用拟合选择标准的高斯残差的图像归一化装置、系统和方法 Download PDF

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CN104541152B
CN104541152B CN201380031436.0A CN201380031436A CN104541152B CN 104541152 B CN104541152 B CN 104541152B CN 201380031436 A CN201380031436 A CN 201380031436A CN 104541152 B CN104541152 B CN 104541152B
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particles
calibration
channel
intensity
calibration particles
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CN104541152A (zh
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M·S·费希尔
N·阿拉伯
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Luminex Corp
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Luminex Corp
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    • 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/1012—Calibrating particle analysers; References therefor
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1429—Signal processing
    • G01N15/1433—Signal processing using image recognition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1434—Optical arrangements
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1456—Optical investigation techniques, e.g. flow cytometry without spatial resolution of the texture or inner structure of the particle, e.g. processing of pulse signals
    • 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
    • G06V20/693—Acquisition
    • 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
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N2015/1006—Investigating individual particles for cytology

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  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Pathology (AREA)
  • Biochemistry (AREA)
  • Immunology (AREA)
  • Analytical Chemistry (AREA)
  • Dispersion Chemistry (AREA)
  • Multimedia (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
CN201380031436.0A 2012-06-15 2013-06-14 使用拟合选择标准的高斯残差的图像归一化装置、系统和方法 Active CN104541152B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201261660270P 2012-06-15 2012-06-15
US61/660,270 2012-06-15
PCT/US2013/046035 WO2013188857A2 (en) 2012-06-15 2013-06-14 Apparatus, system, and method for image normalization using a gaussian residual of fit selection criteria

Publications (2)

Publication Number Publication Date
CN104541152A CN104541152A (zh) 2015-04-22
CN104541152B true CN104541152B (zh) 2017-08-25

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CN201380031436.0A Active CN104541152B (zh) 2012-06-15 2013-06-14 使用拟合选择标准的高斯残差的图像归一化装置、系统和方法

Country Status (6)

Country Link
US (3) US9245169B2 (https=)
EP (1) EP2861969B1 (https=)
JP (1) JP6105061B2 (https=)
CN (1) CN104541152B (https=)
CA (1) CA2876903C (https=)
WO (1) WO2013188857A2 (https=)

Families Citing this family (5)

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Publication number Priority date Publication date Assignee Title
CN107407631B (zh) * 2015-02-06 2020-11-03 生命技术公司 用于校准结合染料的系统和方法
GB2571743A (en) * 2018-03-07 2019-09-11 Pop Bio Ltd A method of capturing image data of a luminescent sample and apparatus for the same
CN110361304B (zh) * 2019-06-20 2021-10-01 南开大学 基于pmf3模型和ams数据估算不同生成路径对颗粒物中二次无机粒子贡献的方法
JP2023554583A (ja) * 2020-10-30 2023-12-28 ベクトン・ディキンソン・アンド・カンパニー 光検出システムの特徴付け及び符号化のための方法及びシステム
CN112504934B (zh) * 2020-11-23 2021-09-21 中国水利水电科学研究院 一种混凝土坝渗流渗压预测和监控阈值确定方法

Citations (3)

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EP1175602A1 (en) * 1999-04-29 2002-01-30 Evotec OAI AG A method of characterizing fluorescent molecules or other particles using generating functions
CN1524925A (zh) * 2003-09-18 2004-09-01 吉林大学 荧光磁性纳米复合物及其制备方法和应用
CN1774200A (zh) * 2003-04-15 2006-05-17 皇家飞利浦电子股份有限公司 对检测区域内的状态变量进行空间解像测定的装置及方法

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US3824393A (en) 1971-08-25 1974-07-16 American Express Invest System for differential particle counting
US5736330A (en) 1995-10-11 1998-04-07 Luminex Corporation Method and compositions for flow cytometric determination of DNA sequences
US5981180A (en) 1995-10-11 1999-11-09 Luminex Corporation Multiplexed analysis of clinical specimens apparatus and methods
WO1997014028A2 (en) 1995-10-11 1997-04-17 Luminex Corporation Multiplexed analysis of clinical specimens apparatus and method
US6449562B1 (en) 1996-10-10 2002-09-10 Luminex Corporation Multiplexed analysis of clinical specimens apparatus and method
CA2306501C (en) 1997-10-14 2011-03-29 Luminex Corporation Precision fluorescently dyed particles and methods of making and using same
ATE239801T1 (de) 1998-01-22 2003-05-15 Luminex Corp Mikropartikel mit multiplen fluoreszenz-signalen
JP4215397B2 (ja) 1998-05-14 2009-01-28 ルミネックス コーポレイション 多重分析物診断システム
US6376843B1 (en) * 1999-06-23 2002-04-23 Evotec Oai Ag Method of characterizing fluorescent molecules or other particles using generating functions
EP1204869B1 (en) 1999-08-17 2008-10-22 Luminex Corporation Method for analyzing a number of samples from a variety of sources for a single analyte
WO2001013119A1 (en) 1999-08-17 2001-02-22 Luminex Corporation Encapsulation of fluorescent particles
US7274809B2 (en) * 2002-08-29 2007-09-25 Perceptronix Medical, Inc. And British Columbia Cancer Agency Computerized methods and systems related to the detection of malignancy-associated changes (MAC) to detect cancer
US7175810B2 (en) * 2002-11-15 2007-02-13 Eksigent Technologies Processing of particles
JP5059740B2 (ja) 2005-02-09 2012-10-31 エス３アイ， エル エル シィ 粒子を検出、分類及び同定する方法及びシステム
EP4071458B1 (en) * 2005-09-21 2025-11-05 Luminex Corporation Methods and systems for image data processing
US8187885B2 (en) * 2009-05-07 2012-05-29 Nodality, Inc. Microbead kit and method for quantitative calibration and performance monitoring of a fluorescence instrument
US8767069B2 (en) * 2010-06-30 2014-07-01 Luminex Corporation Apparatus, system, and method for increasing measurement accuracy in a particle imaging device using light distribution
US8274656B2 (en) * 2010-06-30 2012-09-25 Luminex Corporation Apparatus, system, and method for increasing measurement accuracy in a particle imaging device

Patent Citations (3)

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Publication number Priority date Publication date Assignee Title
EP1175602A1 (en) * 1999-04-29 2002-01-30 Evotec OAI AG A method of characterizing fluorescent molecules or other particles using generating functions
CN1774200A (zh) * 2003-04-15 2006-05-17 皇家飞利浦电子股份有限公司 对检测区域内的状态变量进行空间解像测定的装置及方法
CN1524925A (zh) * 2003-09-18 2004-09-01 吉林大学 荧光磁性纳米复合物及其制备方法和应用

Also Published As

Publication number Publication date
HK1209482A1 (en) 2016-04-01
EP2861969A2 (en) 2015-04-22
CA2876903A1 (en) 2013-12-19
US9984279B2 (en) 2018-05-29
WO2013188857A2 (en) 2013-12-19
CN104541152A (zh) 2015-04-22
JP6105061B2 (ja) 2017-03-29
WO2013188857A3 (en) 2014-02-13
US20130336568A1 (en) 2013-12-19
EP2861969A4 (en) 2016-03-09
US9245169B2 (en) 2016-01-26
US20160232396A1 (en) 2016-08-11
EP2861969B1 (en) 2022-08-03
CA2876903C (en) 2020-07-14
JP2015523660A (ja) 2015-08-13
US10733418B2 (en) 2020-08-04
US20180268191A1 (en) 2018-09-20

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