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GB2466818B - Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections - Google Patents

Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections

Info

Publication number
GB2466818B
GB2466818B GB0900248.6A GB0900248A GB2466818B GB 2466818 B GB2466818 B GB 2466818B GB 0900248 A GB0900248 A GB 0900248A GB 2466818 B GB2466818 B GB 2466818B
Authority
GB
United Kingdom
Prior art keywords
convergence
segmentation
initialization
optimizing
cell nuclei
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
GB0900248.6A
Other versions
GB0900248D0 (en
GB2466818A (en
Inventor
John R Maddison
Havard Emil Danielsen
Birgitte Nielsen
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
INST CANCER GENETICS AND INFORMATICS
Original Assignee
INST CANCER GENETICS AND INFORMATICS
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by INST CANCER GENETICS AND INFORMATICS filed Critical INST CANCER GENETICS AND INFORMATICS
Priority to GB0900248.6A priority Critical patent/GB2466818B/en
Publication of GB0900248D0 publication Critical patent/GB0900248D0/en
Publication of GB2466818A publication Critical patent/GB2466818A/en
Application granted granted Critical
Publication of GB2466818B publication Critical patent/GB2466818B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • G06T7/12—Edge-based segmentation
    • 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
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/149—Segmentation; Edge detection involving deformable models, e.g. active contour models
    • 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
    • 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
GB0900248.6A 2009-01-09 2009-01-09 Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections Expired - Fee Related GB2466818B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB0900248.6A GB2466818B (en) 2009-01-09 2009-01-09 Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB0900248.6A GB2466818B (en) 2009-01-09 2009-01-09 Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections

Publications (3)

Publication Number Publication Date
GB0900248D0 GB0900248D0 (en) 2009-02-11
GB2466818A GB2466818A (en) 2010-07-14
GB2466818B true GB2466818B (en) 2014-08-13

Family

ID=40379310

Family Applications (1)

Application Number Title Priority Date Filing Date
GB0900248.6A Expired - Fee Related GB2466818B (en) 2009-01-09 2009-01-09 Optimizing the initialization and convergence of active contours for segmentation of cell nuclei in histological sections

Country Status (1)

Country Link
GB (1) GB2466818B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107833200A (en) * 2017-09-19 2018-03-23 浙江农林大学 It is a kind of to detect the independent method and system with adhesion cardiac muscle cell's core region
CN109242845A (en) * 2018-09-05 2019-01-18 北京市商汤科技开发有限公司 Medical imaging processing method and processing device, electronic equipment and storage medium

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102011004160A1 (en) 2011-02-15 2012-08-16 Siemens Aktiengesellschaft Method and device for examining a hollow organ with a magnet-guided endoscope capsule
CN102496150A (en) * 2011-12-07 2012-06-13 山东大学 Smooth local region active contour model method based on Gaussian
CN102982534B (en) * 2012-11-01 2015-02-11 北京理工大学 Canny edge detection dual threshold acquiring method based on chord line tangent method
CN103345748B (en) * 2013-06-26 2016-08-10 福建师范大学 A kind of locating segmentation method of human tissue cell two-photon micro-image
DE102016105102A1 (en) 2016-03-18 2017-09-21 Leibniz-Institut für Photonische Technologien e. V. Method for examining distributed objects
JP7030423B2 (en) 2017-04-27 2022-03-07 シスメックス株式会社 How to manufacture image analysis methods, equipment, programs and deep learning algorithms
CN113155578B (en) * 2017-12-29 2024-08-02 乔治洛德方法研究和开发液化空气有限公司 Dyeing method of filamentous microorganism and application thereof
CN111815660B (en) * 2020-06-16 2023-07-25 北京石油化工学院 Method and device for detecting edges of goods in dangerous chemical warehouse and terminal equipment
CN112598626B (en) * 2020-12-07 2025-03-14 上海市同仁医院 An analytical method for automatically identifying fat vacuoles in bone marrow sections
CN113763371B (en) * 2021-09-15 2023-08-18 上海壁仞智能科技有限公司 Pathological image cell nucleus segmentation method and device

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0610916A2 (en) * 1993-02-09 1994-08-17 Cedars-Sinai Medical Center Method and apparatus for providing preferentially segmented digital images
EP0664038A1 (en) * 1992-02-18 1995-07-26 Neopath, Inc. Method for identifying objects using data processing techniques
WO1997023172A2 (en) * 1995-12-26 1997-07-03 Musculographics, Inc. Computer-assisted surgical system
EP0901665A1 (en) * 1996-05-10 1999-03-17 Oncometrics Imaging Corp. Method and apparatus for automatically detecting malignancy-associated changes

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0664038A1 (en) * 1992-02-18 1995-07-26 Neopath, Inc. Method for identifying objects using data processing techniques
EP0610916A2 (en) * 1993-02-09 1994-08-17 Cedars-Sinai Medical Center Method and apparatus for providing preferentially segmented digital images
WO1997023172A2 (en) * 1995-12-26 1997-07-03 Musculographics, Inc. Computer-assisted surgical system
EP0901665A1 (en) * 1996-05-10 1999-03-17 Oncometrics Imaging Corp. Method and apparatus for automatically detecting malignancy-associated changes

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Mao et al, "Supervised Learning-Based Cell Image Segmentation for P53 Immunohistochemistry", IEEE Transactions on Biomedical Engineering, Vol. 53, No. 6, June 2006. *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107833200A (en) * 2017-09-19 2018-03-23 浙江农林大学 It is a kind of to detect the independent method and system with adhesion cardiac muscle cell's core region
CN107833200B (en) * 2017-09-19 2021-03-26 浙江农林大学 Method and system for detecting independent and adhesive myocardial cell nucleus area
CN109242845A (en) * 2018-09-05 2019-01-18 北京市商汤科技开发有限公司 Medical imaging processing method and processing device, electronic equipment and storage medium
CN109242845B (en) * 2018-09-05 2021-07-02 北京市商汤科技开发有限公司 Medical image processing method and device, electronic device and storage medium

Also Published As

Publication number Publication date
GB0900248D0 (en) 2009-02-11
GB2466818A (en) 2010-07-14

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Legal Events

Date Code Title Description
732E Amendments to the register in respect of changes of name or changes affecting rights (sect. 32/1977)

Free format text: REGISTERED BETWEEN 20140515 AND 20140521

PCNP Patent ceased through non-payment of renewal fee

Effective date: 20220109