JP2008507372A - 自動化された疑わしいオブジェクト境界判定のためのシステム及び方法 - Google Patents

自動化された疑わしいオブジェクト境界判定のためのシステム及び方法 Download PDF

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Publication number
JP2008507372A
JP2008507372A JP2007523213A JP2007523213A JP2008507372A JP 2008507372 A JP2008507372 A JP 2008507372A JP 2007523213 A JP2007523213 A JP 2007523213A JP 2007523213 A JP2007523213 A JP 2007523213A JP 2008507372 A JP2008507372 A JP 2008507372A
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Japan
Prior art keywords
machine learning
suspicious object
parameter value
performance level
testing
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Pending
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JP2007523213A
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English (en)
Japanese (ja)
Inventor
ルイン ツァオ
ジェームズ ディ シャファー
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Koninklijke Philips NV
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Koninklijke Philips NV
Koninklijke Philips Electronics NV
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Application filed by Koninklijke Philips NV, Koninklijke Philips Electronics NV filed Critical Koninklijke Philips NV
Publication of JP2008507372A publication Critical patent/JP2008507372A/ja
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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
    • G06T7/143—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
    • G06T7/11—Region-based 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
    • G06T2207/10072—Tomographic images
    • G06T2207/10088—Magnetic resonance imaging [MRI]
    • 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
    • G06T2207/10116—X-ray 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
    • G06T2207/10132—Ultrasound 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
    • G06T2207/20081—Training; Learning
    • 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
    • G06T2207/30068—Mammography; Breast
    • 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
    • G06T2207/30096—Tumor; Lesion

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Probability & Statistics with Applications (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
JP2007523213A 2004-07-26 2005-07-21 自動化された疑わしいオブジェクト境界判定のためのシステム及び方法 Pending JP2008507372A (ja)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US59107504P 2004-07-26 2004-07-26
PCT/IB2005/052445 WO2006013514A1 (fr) 2004-07-26 2005-07-21 Systeme et procede pour la determination automatisee de limite d'objet suspect

Publications (1)

Publication Number Publication Date
JP2008507372A true JP2008507372A (ja) 2008-03-13

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JP2007523213A Pending JP2008507372A (ja) 2004-07-26 2005-07-21 自動化された疑わしいオブジェクト境界判定のためのシステム及び方法

Country Status (4)

Country Link
EP (1) EP1774469A1 (fr)
JP (1) JP2008507372A (fr)
CN (1) CN1989524A (fr)
WO (1) WO2006013514A1 (fr)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008229161A (ja) * 2007-03-22 2008-10-02 Fujifilm Corp 画像成分分離装置、方法、およびプログラム、ならびに、正常画像生成装置、方法、およびプログラム
JP2012521225A (ja) * 2009-03-20 2012-09-13 ウォーターピック，インコーポレイティド 放射エネルギー送達による殺菌作用を有する口腔洗浄器
JP2020500377A (ja) * 2016-11-23 2020-01-09 ゼネラル・エレクトリック・カンパニイ ディープラーニング医療システムおよび画像収集のための方法
US11468261B2 (en) 2016-01-20 2022-10-11 Fujitsu Limited Information processing apparatus, image processing method, and computer-readable recording medium recording image processing program

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101395614A (zh) * 2006-03-03 2009-03-25 皇家飞利浦电子股份有限公司 标识用于评估图像相似性的图像特征集
JP2008181294A (ja) * 2007-01-24 2008-08-07 Sony Corp 情報処理装置および方法、並びにプログラム
US8700549B2 (en) 2012-05-23 2014-04-15 King Fahd University Of Petroleum And Minerals Method of predicting gas composition
US8781202B2 (en) * 2012-07-26 2014-07-15 International Business Machines Corporation Tumor classification based on an analysis of a related ultrasonic attenuation map
CN103325123A (zh) * 2013-07-09 2013-09-25 江南大学 一种基于自适应神经模糊推理系统的图像边缘检测方法
WO2016059385A1 (fr) * 2014-10-17 2016-04-21 University College Cardiff Consultants Limited Procédé pour optimiser la segmentation d'une tumeur sur une image et appareil associé
US20180292335A1 (en) * 2015-10-12 2018-10-11 Mm (Uk) Limited A foodstuff item characteristic mri detection system
CN108389187A (zh) * 2018-01-30 2018-08-10 李家菊 基于卷积神经网络法和支持向量机法的影像科图像识别方法
JP7192854B2 (ja) * 2018-03-28 2022-12-20 ソニーグループ株式会社 演算装置、演算方法、プログラムおよび判別システム
CN111493903B (zh) * 2019-01-30 2024-02-13 上海西门子医疗器械有限公司 器官程序自动选择方法、存储介质和x-射线医疗设备

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5048095A (en) * 1990-03-30 1991-09-10 Honeywell Inc. Adaptive image segmentation system
JPH11213127A (ja) * 1998-01-23 1999-08-06 Tokyo Inst Of Technol 画像処理方法および装置
JP2001525579A (ja) * 1997-11-28 2001-12-11 クァリア・コンピューティング・インコーポレーテッド 乳房ｘ線デジタル像からのクラスター化微小カルシウム沈着の自動検出
JP2003225231A (ja) * 2001-11-20 2003-08-12 General Electric Co <Ge> 肺疾患検出のための方法及びシステム
JP2003532934A (ja) * 1997-08-28 2003-11-05 クァリア・コンピューティング・インコーポレーテッド クラスタ化された微小カルシウム沈着をディジタル乳房ｘ線像から自動検出するための方法およびシステム
JP2004097315A (ja) * 2002-09-06 2004-04-02 Inst Of Physical & Chemical Res 生体断層画像の輪郭データ抽出方法および装置

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5048095A (en) * 1990-03-30 1991-09-10 Honeywell Inc. Adaptive image segmentation system
JP2003532934A (ja) * 1997-08-28 2003-11-05 クァリア・コンピューティング・インコーポレーテッド クラスタ化された微小カルシウム沈着をディジタル乳房ｘ線像から自動検出するための方法およびシステム
JP2001525579A (ja) * 1997-11-28 2001-12-11 クァリア・コンピューティング・インコーポレーテッド 乳房ｘ線デジタル像からのクラスター化微小カルシウム沈着の自動検出
JPH11213127A (ja) * 1998-01-23 1999-08-06 Tokyo Inst Of Technol 画像処理方法および装置
JP2003225231A (ja) * 2001-11-20 2003-08-12 General Electric Co <Ge> 肺疾患検出のための方法及びシステム
JP2004097315A (ja) * 2002-09-06 2004-04-02 Inst Of Physical & Chemical Res 生体断層画像の輪郭データ抽出方法および装置

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2008229161A (ja) * 2007-03-22 2008-10-02 Fujifilm Corp 画像成分分離装置、方法、およびプログラム、ならびに、正常画像生成装置、方法、およびプログラム
JP2012521225A (ja) * 2009-03-20 2012-09-13 ウォーターピック，インコーポレイティド 放射エネルギー送達による殺菌作用を有する口腔洗浄器
US11468261B2 (en) 2016-01-20 2022-10-11 Fujitsu Limited Information processing apparatus, image processing method, and computer-readable recording medium recording image processing program
JP2020500377A (ja) * 2016-11-23 2020-01-09 ゼネラル・エレクトリック・カンパニイ ディープラーニング医療システムおよび画像収集のための方法

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Publication number Publication date
WO2006013514A1 (fr) 2006-02-09
CN1989524A (zh) 2007-06-27
EP1774469A1 (fr) 2007-04-18

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