FR2985830B1 - Procede de classification supervisee de cellules comprises dans des images de microscopie. - Google Patents

Procede de classification supervisee de cellules comprises dans des images de microscopie.

Info

Publication number
FR2985830B1
FR2985830B1 FR1250298A FR1250298A FR2985830B1 FR 2985830 B1 FR2985830 B1 FR 2985830B1 FR 1250298 A FR1250298 A FR 1250298A FR 1250298 A FR1250298 A FR 1250298A FR 2985830 B1 FR2985830 B1 FR 2985830B1
Authority
FR
France
Prior art keywords
supervising
classification
cells included
microscopy images
microscopy
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
FR1250298A
Other languages
English (en)
Other versions
FR2985830A1 (fr
Inventor
Michel Barlaud
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.)
Universite de Nice Sophia Antipolis UNSA
Original Assignee
Universite de Nice Sophia Antipolis UNSA
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 Universite de Nice Sophia Antipolis UNSA filed Critical Universite de Nice Sophia Antipolis UNSA
Priority to FR1250298A priority Critical patent/FR2985830B1/fr
Priority to PCT/FR2013/050048 priority patent/WO2013104862A1/fr
Priority to JP2014551664A priority patent/JP2015508501A/ja
Priority to EP13701853.7A priority patent/EP2803014A1/fr
Priority to US14/371,524 priority patent/US20150242676A1/en
Publication of FR2985830A1 publication Critical patent/FR2985830A1/fr
Application granted granted Critical
Publication of FR2985830B1 publication Critical patent/FR2985830B1/fr
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Image Analysis (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
FR1250298A 2012-01-12 2012-01-12 Procede de classification supervisee de cellules comprises dans des images de microscopie. Expired - Fee Related FR2985830B1 (fr)

Priority Applications (5)

Application Number Priority Date Filing Date Title
FR1250298A FR2985830B1 (fr) 2012-01-12 2012-01-12 Procede de classification supervisee de cellules comprises dans des images de microscopie.
PCT/FR2013/050048 WO2013104862A1 (fr) 2012-01-12 2013-01-09 Procédé de classification supervisée de cellules comprises dans des images de microscopie
JP2014551664A JP2015508501A (ja) 2012-01-12 2013-01-09 顕微鏡画像に含まれている細胞を分類するための教師付き分類方法
EP13701853.7A EP2803014A1 (fr) 2012-01-12 2013-01-09 Procédé de classification supervisée de cellules comprises dans des images de microscopie
US14/371,524 US20150242676A1 (en) 2012-01-12 2013-01-09 Method for the Supervised Classification of Cells Included in Microscopy Images

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
FR1250298A FR2985830B1 (fr) 2012-01-12 2012-01-12 Procede de classification supervisee de cellules comprises dans des images de microscopie.

Publications (2)

Publication Number Publication Date
FR2985830A1 FR2985830A1 (fr) 2013-07-19
FR2985830B1 true FR2985830B1 (fr) 2015-03-06

Family

ID=45815827

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1250298A Expired - Fee Related FR2985830B1 (fr) 2012-01-12 2012-01-12 Procede de classification supervisee de cellules comprises dans des images de microscopie.

Country Status (5)

Country Link
US (1) US20150242676A1 (fr)
EP (1) EP2803014A1 (fr)
JP (1) JP2015508501A (fr)
FR (1) FR2985830B1 (fr)
WO (1) WO2013104862A1 (fr)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016120441A2 (fr) * 2015-01-30 2016-08-04 Ventana Medical Systems, Inc. Mesures de qualité pour l'évaluation automatique d'images ish doubles
CN106442463B (zh) * 2016-09-23 2019-03-08 中国科学院重庆绿色智能技术研究院 基于线扫描拉曼显微成像的藻细胞计数及藻种判别方法
TWI637146B (zh) * 2017-10-20 2018-10-01 曦醫生技股份有限公司 Cell classification method
CN108961242A (zh) * 2018-07-04 2018-12-07 北京临近空间飞行器系统工程研究所 一种荧光染色图像ctc智能识别方法
DE102019114012A1 (de) * 2019-05-24 2020-11-26 Carl Zeiss Microscopy Gmbh Mikroskopieverfahren, Mikroskop und Computerprogramm mit Verifikationsalgorithmus für Bildverarbeitungsergebnisse
JP7313942B2 (ja) 2019-07-17 2023-07-25 株式会社エビデント 評価支援方法、評価支援システム、プログラム

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5915250A (en) * 1996-03-29 1999-06-22 Virage, Inc. Threshold-based comparison
WO2001042786A2 (fr) * 1999-12-09 2001-06-14 Cellomics, Inc. Systeme de criblage a base de cellules
US8934698B2 (en) * 2011-06-22 2015-01-13 The Johns Hopkins University System and device for characterizing cells

Also Published As

Publication number Publication date
US20150242676A1 (en) 2015-08-27
EP2803014A1 (fr) 2014-11-19
FR2985830A1 (fr) 2013-07-19
JP2015508501A (ja) 2015-03-19
WO2013104862A1 (fr) 2013-07-18

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Effective date: 20180928