WO2006013514A1 - System and method for automated suspicious object boundary determination - Google Patents
System and method for automated suspicious object boundary determination Download PDFInfo
- Publication number
- WO2006013514A1 WO2006013514A1 PCT/IB2005/052445 IB2005052445W WO2006013514A1 WO 2006013514 A1 WO2006013514 A1 WO 2006013514A1 IB 2005052445 W IB2005052445 W IB 2005052445W WO 2006013514 A1 WO2006013514 A1 WO 2006013514A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- parameter values
- machine learning
- suspicious object
- learning system
- performance level
- Prior art date
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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)
- Apparatus For Radiation Diagnosis (AREA)
- Magnetic Resonance Imaging Apparatus (AREA)
- Ultra Sonic Daignosis Equipment (AREA)
Abstract
Description
Claims
Priority Applications (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US11/572,605 US20080097942A1 (en) | 2004-07-26 | 2005-07-21 | System and Method for Automated Suspicious Object Boundary Determination |
EP05772337A EP1774469A1 (en) | 2004-07-26 | 2005-07-21 | System and method for automated suspicious object boundary determination |
JP2007523213A JP2008507372A (en) | 2004-07-26 | 2005-07-21 | System and method for automated suspicious object boundary determination |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US59107504P | 2004-07-26 | 2004-07-26 | |
US60/591,075 | 2004-07-26 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2006013514A1 true WO2006013514A1 (en) | 2006-02-09 |
Family
ID=35106636
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/IB2005/052445 WO2006013514A1 (en) | 2004-07-26 | 2005-07-21 | System and method for automated suspicious object boundary determination |
Country Status (4)
Country | Link |
---|---|
EP (1) | EP1774469A1 (en) |
JP (1) | JP2008507372A (en) |
CN (1) | CN1989524A (en) |
WO (1) | WO2006013514A1 (en) |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2008181294A (en) * | 2007-01-24 | 2008-08-07 | Sony Corp | Information processing apparatus, method and program |
JP2009528117A (en) * | 2006-03-03 | 2009-08-06 | コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ | Identifying image feature sets for assessing image similarity |
US8700549B2 (en) | 2012-05-23 | 2014-04-15 | King Fahd University Of Petroleum And Minerals | Method of predicting gas composition |
WO2016059385A1 (en) * | 2014-10-17 | 2016-04-21 | University College Cardiff Consultants Limited | A method for optimising segmentation of a tumour on an image, and apparatus therefor |
CN108389187A (en) * | 2018-01-30 | 2018-08-10 | 李家菊 | Image department image-recognizing method based on convolutional neural networks method and support vector machines method |
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 (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP4895204B2 (en) * | 2007-03-22 | 2012-03-14 | 富士フイルム株式会社 | Image component separation device, method, and program, and normal image generation device, method, and program |
JP5643284B2 (en) * | 2009-03-20 | 2014-12-17 | ウォーターピック,インコーポレイティド | Oral irrigator with bactericidal action by radiant energy delivery |
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 (en) * | 2013-07-09 | 2013-09-25 | 江南大学 | Image edge detection method based on self-adaptive neural fuzzy inference systems |
EP3362783A1 (en) * | 2015-10-12 | 2018-08-22 | MM (UK) Limited | A foodstuff item characteristic mri detection system |
US10127659B2 (en) * | 2016-11-23 | 2018-11-13 | General Electric Company | Deep learning medical systems and methods for image acquisition |
JP7192854B2 (en) | 2018-03-28 | 2022-12-20 | ソニーグループ株式会社 | Arithmetic device, arithmetic method, program and discrimination system |
CN111493903B (en) * | 2019-01-30 | 2024-02-13 | 上海西门子医疗器械有限公司 | Organ program automatic selection method, storage medium, and X-ray medical apparatus |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5048095A (en) | 1990-03-30 | 1991-09-10 | Honeywell Inc. | Adaptive image segmentation system |
US6167146A (en) * | 1997-08-28 | 2000-12-26 | Qualia Computing, Inc. | Method and system for segmentation and detection of microcalcifications from digital mammograms |
Family Cites Families (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2003532934A (en) * | 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 | Method and system for automatic detection of clustered microcalcifications from digital mammograms |
JP2873955B1 (en) * | 1998-01-23 | 1999-03-24 | 東京工業大学長 | Image processing method and apparatus |
US7058210B2 (en) * | 2001-11-20 | 2006-06-06 | General Electric Company | Method and system for lung disease detection |
JP3642059B2 (en) * | 2002-09-06 | 2005-04-27 | 独立行政法人理化学研究所 | Contour data extraction method and apparatus for biological tomographic image |
-
2005
- 2005-07-21 EP EP05772337A patent/EP1774469A1/en not_active Withdrawn
- 2005-07-21 JP JP2007523213A patent/JP2008507372A/en active Pending
- 2005-07-21 CN CNA2005800251047A patent/CN1989524A/en active Pending
- 2005-07-21 WO PCT/IB2005/052445 patent/WO2006013514A1/en active Application Filing
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5048095A (en) | 1990-03-30 | 1991-09-10 | Honeywell Inc. | Adaptive image segmentation system |
US6167146A (en) * | 1997-08-28 | 2000-12-26 | Qualia Computing, Inc. | Method and system for segmentation and detection of microcalcifications from digital mammograms |
Non-Patent Citations (3)
Title |
---|
CAGNONI S ET AL: "Interactive segmentation of multi-dimensional medical data with contour-based application of genetic algorithms", PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) AUSTIN, NOV. 13 - 16, 1994, LOS ALAMITOS, IEEE COMP. SOC. PRESS, US, vol. VOL. 3 CONF. 1, 13 November 1994 (1994-11-13), pages 498 - 502, XP010146332, ISBN: 0-8186-6952-7 * |
DOKUR Z ET AL: "Segmentation of ultrasound images by using a hybrid neural network", PATTERN RECOGNITION LETTERS, NORTH-HOLLAND PUBL. AMSTERDAM, NL, vol. 23, no. 14, December 2002 (2002-12-01), pages 1825 - 1836, XP004372149, ISSN: 0167-8655 * |
KOTCHEFF A C W ET AL: "AUTOMATIC CONSTRUCTION OF EIGENSHAPE MODELS BY GENETIC ALGORITHM", LECTURE NOTES IN COMPUTER SCIENCE, SPRINGER VERLAG, NEW YORK, NY, US, vol. 1230, 9 June 1997 (1997-06-09), pages 1 - 14, XP009056542, ISSN: 0302-9743 * |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2009528117A (en) * | 2006-03-03 | 2009-08-06 | コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ | Identifying image feature sets for assessing image similarity |
JP2008181294A (en) * | 2007-01-24 | 2008-08-07 | Sony Corp | Information processing apparatus, method and program |
US8700549B2 (en) | 2012-05-23 | 2014-04-15 | King Fahd University Of Petroleum And Minerals | Method of predicting gas composition |
WO2016059385A1 (en) * | 2014-10-17 | 2016-04-21 | University College Cardiff Consultants Limited | A method for optimising segmentation of a tumour on an image, and apparatus therefor |
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 |
CN108389187A (en) * | 2018-01-30 | 2018-08-10 | 李家菊 | Image department image-recognizing method based on convolutional neural networks method and support vector machines method |
Also Published As
Publication number | Publication date |
---|---|
EP1774469A1 (en) | 2007-04-18 |
JP2008507372A (en) | 2008-03-13 |
CN1989524A (en) | 2007-06-27 |
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