CN106462974B - 用于分割图像的参数优化 - Google Patents

用于分割图像的参数优化 Download PDF

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CN106462974B
CN106462974B CN201580031261.2A CN201580031261A CN106462974B CN 106462974 B CN106462974 B CN 106462974B CN 201580031261 A CN201580031261 A CN 201580031261A CN 106462974 B CN106462974 B CN 106462974B
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image
contour
area
disjoint
objective function
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CN106462974A (zh
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D·贝斯特罗夫
H·舒尔茨
T·维克
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Koninklijke Philips NV
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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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T12/00—Tomographic reconstruction from projections
    • G06T12/10—Image preprocessing, e.g. calibration, positioning of sources or scatter correction
    • 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
    • G06T7/136—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
    • G06T7/194—Segmentation; Edge detection involving foreground-background 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20092—Interactive image processing based on input by user
    • G06T2207/20101—Interactive definition of point of interest, landmark or seed
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Processing (AREA)
  • Radiation-Therapy Devices (AREA)
CN201580031261.2A 2014-06-12 2015-06-11 用于分割图像的参数优化 Active CN106462974B (zh)

Applications Claiming Priority (3)

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EP14172124 2014-06-12
EP14172124.1 2014-06-12
PCT/EP2015/062994 WO2015189303A1 (en) 2014-06-12 2015-06-11 Optimization of parameters for segmenting an image

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CN106462974A CN106462974A (zh) 2017-02-22
CN106462974B true CN106462974B (zh) 2020-07-28

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US (1) US10134142B2 (https=)
EP (1) EP3155589B1 (https=)
JP (1) JP6469731B2 (https=)
CN (1) CN106462974B (https=)
WO (1) WO2015189303A1 (https=)

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RU2743577C2 (ru) * 2015-11-19 2021-02-20 Конинклейке Филипс Н.В. Оптимизация взаимодействий пользователя при сегментации
CN106846323B (zh) * 2017-01-04 2020-07-10 珠海大横琴科技发展有限公司 一种实现交互式图像分割的方法、装置及终端
CN111145099B (zh) * 2018-11-02 2023-05-26 广州灵派科技有限公司 一种模式化图像处理技术
CN109685798B (zh) * 2018-12-26 2021-02-23 北京邮电大学 一种确定有效医学图像的方法及装置
US10884396B2 (en) * 2019-02-27 2021-01-05 General Electric Company Sensor based smart segmentation
CN111210452B (zh) * 2019-12-30 2023-04-07 西南交通大学 一种基于图割和均值偏移的证件照人像分割方法
CN112330634B (zh) * 2020-11-05 2024-07-19 恒信东方文化股份有限公司 一种针对服装的边缘精细抠图方法及系统

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EP1526481A2 (en) * 2003-10-24 2005-04-27 Adobe Systems Incorporated Object extraction based on color and visual texture
CN101137011A (zh) * 2006-08-29 2008-03-05 索尼株式会社 图像处理装置、图像处理方法和计算机程序
CN102270342A (zh) * 2010-06-01 2011-12-07 西门子公司 用于检查图像数据中的结构的分割的方法
CN102289811A (zh) * 2011-08-17 2011-12-21 深圳市旭东数字医学影像技术有限公司 一种半自动序列图像分割方法及系统
CN102947862A (zh) * 2010-03-11 2013-02-27 皇家飞利浦电子股份有限公司 基于模型的分割的概率细化
CN103366183A (zh) * 2013-07-19 2013-10-23 南方医科大学 一种局灶性病灶的非参数自动检测方法
CN103839248A (zh) * 2012-11-22 2014-06-04 北京三星通信技术研究有限公司 图像分割方法和装置

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JP2632501B2 (ja) * 1994-07-12 1997-07-23 株式会社グッドマン 内臓器官の複数画像フレームを使用した生体内における内臓器官輪郭抽出方法
JPH10191020A (ja) 1996-12-20 1998-07-21 Canon Inc 被写体画像切出し方法及び装置
WO2006054267A1 (en) * 2004-11-19 2006-05-26 Koninklijke Philips Electronics, N.V. System and method for automated detection and segmentation of tumor boundaries within medical imaging data
US7502521B2 (en) * 2005-06-21 2009-03-10 Microsoft Corporation Image completion with structure propagation
US8155405B2 (en) * 2007-04-20 2012-04-10 Siemens Aktiengsellschaft System and method for lesion segmentation in whole body magnetic resonance images
US20100022494A1 (en) 2008-07-24 2010-01-28 Searete Llc, A Limited Liability Corporation Of The State Of Delaware Method, device, and kit for maintaining physiological levels of steroid hormone in a subject
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US8958618B2 (en) * 2012-06-28 2015-02-17 Kabushiki Kaisha Toshiba Method and system for identification of calcification in imaged blood vessels
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Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1526481A2 (en) * 2003-10-24 2005-04-27 Adobe Systems Incorporated Object extraction based on color and visual texture
CN101137011A (zh) * 2006-08-29 2008-03-05 索尼株式会社 图像处理装置、图像处理方法和计算机程序
CN102947862A (zh) * 2010-03-11 2013-02-27 皇家飞利浦电子股份有限公司 基于模型的分割的概率细化
CN102270342A (zh) * 2010-06-01 2011-12-07 西门子公司 用于检查图像数据中的结构的分割的方法
CN102289811A (zh) * 2011-08-17 2011-12-21 深圳市旭东数字医学影像技术有限公司 一种半自动序列图像分割方法及系统
CN103839248A (zh) * 2012-11-22 2014-06-04 北京三星通信技术研究有限公司 图像分割方法和装置
CN103366183A (zh) * 2013-07-19 2013-10-23 南方医科大学 一种局灶性病灶的非参数自动检测方法

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Publication number Publication date
US20180268549A1 (en) 2018-09-20
WO2015189303A1 (en) 2015-12-17
US10134142B2 (en) 2018-11-20
CN106462974A (zh) 2017-02-22
JP6469731B2 (ja) 2019-02-13
EP3155589B1 (en) 2018-12-26
JP2017524404A (ja) 2017-08-31
EP3155589A1 (en) 2017-04-19

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