CN102834846A - 用于分割图像中的对象的方法 - Google Patents

用于分割图像中的对象的方法 Download PDF

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Publication number
CN102834846A
CN102834846A CN2011800179707A CN201180017970A CN102834846A CN 102834846 A CN102834846 A CN 102834846A CN 2011800179707 A CN2011800179707 A CN 2011800179707A CN 201180017970 A CN201180017970 A CN 201180017970A CN 102834846 A CN102834846 A CN 102834846A
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image
segmentation
probability map
segmented
local object
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CN2011800179707A
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Chinese (zh)
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A.坎
A.桑塔马里亚-潘格
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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)
CN2011800179707A 2010-04-09 2011-04-06 用于分割图像中的对象的方法 Pending CN102834846A (zh)

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
US12/757668 2010-04-09
PCT/SE2011/050407 WO2011126442A2 (en) 2010-04-09 2011-04-06 Methods for segmenting objects in images

Publications (1)

Publication Number Publication Date
CN102834846A true CN102834846A (zh) 2012-12-19

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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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CN109310320A (zh) * 2016-03-23 2019-02-05 宝洁公司 用于确定杂散纤维的成像方法
CN109717722A (zh) * 2018-11-14 2019-05-07 宁波旭磊电子科技有限公司 多功能监控型电锅
CN110543837A (zh) * 2019-08-16 2019-12-06 北京航空航天大学 一种基于潜在目标点的可见光机场飞机检测方法
CN115620115A (zh) * 2022-11-09 2023-01-17 山东亚历山大智能科技有限公司 基于掩膜的图像目标候选点筛选方法及系统

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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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US9607397B2 (en) 2015-09-01 2017-03-28 Personify, Inc. Methods and systems for generating a user-hair-color model
US10019796B2 (en) 2015-10-16 2018-07-10 General Electric Company System and method for blood vessel analysis and quantification in highly multiplexed fluorescence imaging
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Cited By (9)

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Publication number Priority date Publication date Assignee Title
CN109310320A (zh) * 2016-03-23 2019-02-05 宝洁公司 用于确定杂散纤维的成像方法
CN105868580A (zh) * 2016-04-05 2016-08-17 西安交通大学 一种基于面积约束与形状约束的细胞结构三维形貌恢复方法
CN105868580B (zh) * 2016-04-05 2018-12-07 西安交通大学 一种基于面积约束与形状约束的细胞结构三维形貌恢复方法
CN109717722A (zh) * 2018-11-14 2019-05-07 宁波旭磊电子科技有限公司 多功能监控型电锅
CN109717722B (zh) * 2018-11-14 2021-01-26 中画高新技术产业发展(重庆)有限公司 多功能监控型电锅
CN110543837A (zh) * 2019-08-16 2019-12-06 北京航空航天大学 一种基于潜在目标点的可见光机场飞机检测方法
CN110543837B (zh) * 2019-08-16 2022-03-15 北京航空航天大学 一种基于潜在目标点的可见光机场飞机检测方法
CN115620115A (zh) * 2022-11-09 2023-01-17 山东亚历山大智能科技有限公司 基于掩膜的图像目标候选点筛选方法及系统
CN115620115B (zh) * 2022-11-09 2026-02-27 山东亚历山大智能科技有限公司 基于掩膜的图像目标候选点筛选方法及系统

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EP2556491A2 (en) 2013-02-13
WO2011126442A3 (en) 2011-11-24
WO2011126442A2 (en) 2011-10-13
JP2013524361A (ja) 2013-06-17
JP5744177B2 (ja) 2015-07-01
US20110249883A1 (en) 2011-10-13
EP2556491A4 (en) 2017-07-05
US8300938B2 (en) 2012-10-30
EP2556491B1 (en) 2020-07-29

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