JP5744177B2 - 画像中の物体をセグメンテーションする方法 - Google Patents

画像中の物体をセグメンテーションする方法 Download PDF

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Publication number
JP5744177B2
JP5744177B2 JP2013503713A JP2013503713A JP5744177B2 JP 5744177 B2 JP5744177 B2 JP 5744177B2 JP 2013503713 A JP2013503713 A JP 2013503713A JP 2013503713 A JP2013503713 A JP 2013503713A JP 5744177 B2 JP5744177 B2 JP 5744177B2
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image
segmentation
probability distribution
classifier
distribution diagram
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Japanese (ja)
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JP2013524361A5 (enExample
JP2013524361A (ja
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キャン，アリ
サンタマリア−パン，アルベルト
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General Electric Co
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General Electric Co
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    • 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
    • G06T7/143—Segmentation; Edge detection involving probabilistic approaches, e.g. Markov random field [MRF] modelling
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/155—Segmentation; Edge detection involving morphological operators
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10064—Fluorescence 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
    • G06T2207/20076—Probabilistic 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

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
JP2013503713A 2010-04-09 2011-04-06 画像中の物体をセグメンテーションする方法 Expired - Fee Related JP5744177B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US12/757,668 US8300938B2 (en) 2010-04-09 2010-04-09 Methods for segmenting objects in images
US12/757,668 2010-04-09
PCT/SE2011/050407 WO2011126442A2 (en) 2010-04-09 2011-04-06 Methods for segmenting objects in images

Publications (3)

Publication Number Publication Date
JP2013524361A JP2013524361A (ja) 2013-06-17
JP2013524361A5 JP2013524361A5 (enExample) 2015-05-07
JP5744177B2 true JP5744177B2 (ja) 2015-07-01

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JP2013503713A Expired - Fee Related JP5744177B2 (ja) 2010-04-09 2011-04-06 画像中の物体をセグメンテーションする方法

Country Status (5)

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US (1) US8300938B2 (enExample)
EP (1) EP2556491B1 (enExample)
JP (1) JP5744177B2 (enExample)
CN (1) CN102834846A (enExample)
WO (1) WO2011126442A2 (enExample)

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CN104427291B (zh) * 2013-08-19 2018-09-28 华为技术有限公司 一种图像处理方法及设备
US9940709B2 (en) * 2013-10-12 2018-04-10 H. Lee Moffitt Cancer Center And Research Institute, Inc. Systems and methods for diagnosing tumors in a subject by performing a quantitative analysis of texture-based features of a tumor object in a radiological image
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CN110709749B (zh) * 2017-06-09 2021-10-26 电子慕泽雷帕里公司 组合式明视场和相衬显微镜系统及配备其的图像处理设备
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Also Published As

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WO2011126442A3 (en) 2011-11-24
US8300938B2 (en) 2012-10-30
EP2556491B1 (en) 2020-07-29
EP2556491A2 (en) 2013-02-13
WO2011126442A2 (en) 2011-10-13
JP2013524361A (ja) 2013-06-17
CN102834846A (zh) 2012-12-19
EP2556491A4 (en) 2017-07-05
US20110249883A1 (en) 2011-10-13

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