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GB2478133B - Image classification - Google Patents

Image classification

Info

Publication number
GB2478133B
GB2478133B GB1003188.8A GB201003188A GB2478133B GB 2478133 B GB2478133 B GB 2478133B GB 201003188 A GB201003188 A GB 201003188A GB 2478133 B GB2478133 B GB 2478133B
Authority
GB
United Kingdom
Prior art keywords
image classification
classification
image
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
GB1003188.8A
Other versions
GB201003188D0 (en
GB2478133A (en
Inventor
John Robert Maddison
Havard Danielsen
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.)
Institute for Medical Informatics
Original Assignee
Institute for Medical 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 Institute for Medical Informatics filed Critical Institute for Medical Informatics
Priority to GB1003188.8A priority Critical patent/GB2478133B/en
Publication of GB201003188D0 publication Critical patent/GB201003188D0/en
Publication of GB2478133A publication Critical patent/GB2478133A/en
Application granted granted Critical
Publication of GB2478133B publication Critical patent/GB2478133B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • 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
    • G06T7/0002—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
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/60—Analysis of geometric attributes
    • G06T7/64—Analysis of geometric attributes of convexity or concavity
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/196—Recognition using electronic means using sequential comparisons of the image signals with a plurality of references
    • G06V30/1983—Syntactic or structural pattern recognition, e.g. symbolic string recognition
    • G06V30/1988—Graph matching
    • 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
    • G06T2207/20036—Morphological image processing
    • 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
    • G06T2207/20072—Graph-based image processing
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20152—Watershed 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
    • G06T2207/30—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)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Geometry (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Medical Informatics (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
GB1003188.8A 2010-02-25 2010-02-25 Image classification Expired - Fee Related GB2478133B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
GB1003188.8A GB2478133B (en) 2010-02-25 2010-02-25 Image classification

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB1003188.8A GB2478133B (en) 2010-02-25 2010-02-25 Image classification

Publications (3)

Publication Number Publication Date
GB201003188D0 GB201003188D0 (en) 2010-04-14
GB2478133A GB2478133A (en) 2011-08-31
GB2478133B true GB2478133B (en) 2015-02-18

Family

ID=42125618

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1003188.8A Expired - Fee Related GB2478133B (en) 2010-02-25 2010-02-25 Image classification

Country Status (1)

Country Link
GB (1) GB2478133B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105956607B (en) * 2016-04-22 2019-05-28 南京师范大学 A kind of improved hyperspectral image classification method
CN109271919B (en) * 2018-09-12 2022-11-01 海南省海洋与渔业科学院 Vegetation coverage measuring method based on grb and grid mode

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
US20070099219A1 (en) * 2003-07-21 2007-05-03 Aureon Laboratories, Inc. Systems and methods for treating, diagnosing and predicting the occurence of a medical condition
EP2439529A1 (en) * 2009-06-03 2012-04-11 Nec Corporation Pathologic tissue image analyzing apparatus, pathologic tissue image analyzing method, and pathologic tissue image analyzing program

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070099219A1 (en) * 2003-07-21 2007-05-03 Aureon Laboratories, Inc. Systems and methods for treating, diagnosing and predicting the occurence of a medical condition
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
EP2439529A1 (en) * 2009-06-03 2012-04-11 Nec Corporation Pathologic tissue image analyzing apparatus, pathologic tissue image analyzing method, and pathologic tissue image analyzing program

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Naik et al., "Gland Segmentation and Computerized Gleason Grading of Prostate Histology by Integrating Low-, High-level and Domain Specific Information" (2008). See whole document *
Xiangmin Xu et al., "On the classification of prostate pathological images based on Gleason score". See whole paper *

Also Published As

Publication number Publication date
GB201003188D0 (en) 2010-04-14
GB2478133A (en) 2011-08-31

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Legal Events

Date Code Title Description
PCNP Patent ceased through non-payment of renewal fee

Effective date: 20230225