CN111656247A - 一种细胞图像处理***、方法、自动读片装置与存储介质 - Google Patents

一种细胞图像处理***、方法、自动读片装置与存储介质 Download PDF

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CN111656247A
CN111656247A CN201880088257.3A CN201880088257A CN111656247A CN 111656247 A CN111656247 A CN 111656247A CN 201880088257 A CN201880088257 A CN 201880088257A CN 111656247 A CN111656247 A CN 111656247A
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different
images
cells
cell
view
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CN111656247B (zh
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叶波
余珊
陈巧妮
邢圆
祁欢
叶燚
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Shenzhen Mindray Bio Medical Electronics Co Ltd
Shenzhen Mindray Scientific Co Ltd
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Shenzhen Mindray Bio Medical Electronics Co Ltd
Shenzhen Mindray Scientific Co Ltd
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    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/36Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • G02B21/365Control or image processing arrangements for digital or video microscopes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10Investigating individual particles
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • GPHYSICS
    • G02OPTICS
    • G02BOPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00Microscopes
    • G02B21/36Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T1/00General purpose image data processing
    • G06T1/0007Image acquisition
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/20Image enhancement or restoration using local operators
    • G06T5/30Erosion or dilatation, e.g. thinning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • G06T7/55Depth or shape recovery from multiple images
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10056Microscopic image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR 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

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  • General Physics & Mathematics (AREA)
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Abstract

本发明公开了一种细胞图像处理***,包括:控制装置,配置为调整数字成像装置与涂片的相对位置;数字成像装置,包括透镜组和数字相机;其中,数字相机配置为相对于涂片的平面发生竖直方向的移动时,拍摄透镜组捕获的视野中细胞的不同对焦深度的图像;显示输出装置,配置为向显示界面输出至少一个视野的不同对焦深度的细胞图像。本发明还公开了一种细胞图像处理***中的细胞图像处理方法、自动读片装置和存储介质。

Description

PCT国内申请,说明书已公开。

Claims (34)

  1. PCT国内申请,权利要求书已公开。
CN201880088257.3A 2018-07-13 2018-07-13 一种细胞图像处理***、方法、自动读片装置与存储介质 Active CN111656247B (zh)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113793336A (zh) * 2021-11-17 2021-12-14 成都西交智汇大数据科技有限公司 一种检测血细胞的方法、装置、设备及可读存储介质
CN114252370A (zh) * 2020-09-25 2022-03-29 深圳迈瑞生物医疗电子股份有限公司 阅片机的细胞重分类方法、样本分析方法及相关设备

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114152610B (zh) * 2021-11-02 2023-06-27 桂林优利特医疗电子有限公司 一种基于可视化目标标记的玻片细胞扫描方法

Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1389553A (en) * 1972-05-23 1975-04-03 Legorreta G Apparatus for investigating microscopic particles
WO2003102210A2 (en) * 2002-05-30 2003-12-11 The Johns Hopkins University Techniques for automated diagnosis of cell-borne anomalies with a digital optical microscope
JP2004248619A (ja) * 2003-02-21 2004-09-09 Haruo Takabayashi 標的細胞自動探索システム
JP2010256077A (ja) * 2009-04-22 2010-11-11 Olympus Corp 細胞画像取得装置及び細胞画像取得方法
TW201104252A (en) * 2009-07-20 2011-02-01 Yaya Tech Co Ltd Cell detecting apparatus
CN102084399A (zh) * 2008-05-30 2011-06-01 诺维茨公司 通过虚拟分析板进行的试样细胞分析方法
CN103813094A (zh) * 2012-11-06 2014-05-21 联发科技股份有限公司 捕捉图像的方法、电子装置与机器可读存储介质
CN103827889A (zh) * 2011-07-19 2014-05-28 奥维茨奥成像***公司 用于检测和/或分类细胞样品中的癌细胞的方法和***
US20140293117A1 (en) * 2011-12-02 2014-10-02 Canon Kabushiki Kaisha Image processing apparatus and image processing method
US20140375792A1 (en) * 2011-12-09 2014-12-25 Massachusetts Institute Of Technology Systems and methods for self-referenced quantitative phase microscopy
CN104471389A (zh) * 2012-08-24 2015-03-25 富士施乐株式会社 图像处理装置、程序、图像处理方法、计算机可读介质及图像处理***
CN105102607A (zh) * 2013-05-31 2015-11-25 富士施乐株式会社 图像处理装置、程序、存储介质和图像处理方法
CN105122037A (zh) * 2013-06-07 2015-12-02 富士施乐株式会社 图像处理***、图像处理设备、程序、存储介质和图像处理方法
CN106772975A (zh) * 2017-01-19 2017-05-31 宁波纳美致生物科技有限公司 针对细胞或组织不同深度超分辨率显微成像的照明***
CN106896489A (zh) * 2017-02-13 2017-06-27 清华大学 基于波长复用的频域拼贴显微***及其方法
CN207114871U (zh) * 2017-09-14 2018-03-16 杭州键一生物科技有限公司 全自动细胞培养***中的智能显微镜对焦调节装置

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9347082B2 (en) * 2014-08-28 2016-05-24 Omnivision Technologies, Inc. Automated cell growth/migration detection system and associated methods
CN204924899U (zh) * 2015-08-31 2015-12-30 广西师范大学 单细胞图像提取检测装置

Patent Citations (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1389553A (en) * 1972-05-23 1975-04-03 Legorreta G Apparatus for investigating microscopic particles
WO2003102210A2 (en) * 2002-05-30 2003-12-11 The Johns Hopkins University Techniques for automated diagnosis of cell-borne anomalies with a digital optical microscope
JP2004248619A (ja) * 2003-02-21 2004-09-09 Haruo Takabayashi 標的細胞自動探索システム
CN102084399A (zh) * 2008-05-30 2011-06-01 诺维茨公司 通过虚拟分析板进行的试样细胞分析方法
JP2010256077A (ja) * 2009-04-22 2010-11-11 Olympus Corp 細胞画像取得装置及び細胞画像取得方法
TW201104252A (en) * 2009-07-20 2011-02-01 Yaya Tech Co Ltd Cell detecting apparatus
CN103827889A (zh) * 2011-07-19 2014-05-28 奥维茨奥成像***公司 用于检测和/或分类细胞样品中的癌细胞的方法和***
US20140293117A1 (en) * 2011-12-02 2014-10-02 Canon Kabushiki Kaisha Image processing apparatus and image processing method
US20140375792A1 (en) * 2011-12-09 2014-12-25 Massachusetts Institute Of Technology Systems and methods for self-referenced quantitative phase microscopy
CN104471389A (zh) * 2012-08-24 2015-03-25 富士施乐株式会社 图像处理装置、程序、图像处理方法、计算机可读介质及图像处理***
CN103813094A (zh) * 2012-11-06 2014-05-21 联发科技股份有限公司 捕捉图像的方法、电子装置与机器可读存储介质
CN105102607A (zh) * 2013-05-31 2015-11-25 富士施乐株式会社 图像处理装置、程序、存储介质和图像处理方法
CN105122037A (zh) * 2013-06-07 2015-12-02 富士施乐株式会社 图像处理***、图像处理设备、程序、存储介质和图像处理方法
CN106772975A (zh) * 2017-01-19 2017-05-31 宁波纳美致生物科技有限公司 针对细胞或组织不同深度超分辨率显微成像的照明***
CN106896489A (zh) * 2017-02-13 2017-06-27 清华大学 基于波长复用的频域拼贴显微***及其方法
CN207114871U (zh) * 2017-09-14 2018-03-16 杭州键一生物科技有限公司 全自动细胞培养***中的智能显微镜对焦调节装置

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114252370A (zh) * 2020-09-25 2022-03-29 深圳迈瑞生物医疗电子股份有限公司 阅片机的细胞重分类方法、样本分析方法及相关设备
CN113793336A (zh) * 2021-11-17 2021-12-14 成都西交智汇大数据科技有限公司 一种检测血细胞的方法、装置、设备及可读存储介质
CN113793336B (zh) * 2021-11-17 2022-03-11 成都西交智汇大数据科技有限公司 一种检测血细胞的方法、装置、设备及可读存储介质

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