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GB2589478B - Segmenting irregular shapes in images using deep region growing - Google Patents

Segmenting irregular shapes in images using deep region growing Download PDF

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Publication number
GB2589478B
GB2589478B GB2019774.5A GB202019774A GB2589478B GB 2589478 B GB2589478 B GB 2589478B GB 202019774 A GB202019774 A GB 202019774A GB 2589478 B GB2589478 B GB 2589478B
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United Kingdom
Prior art keywords
images
irregular shapes
region growing
deep region
segmenting
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
GB2019774.5A
Other versions
GB2589478A (en
GB202019774D0 (en
Inventor
Dufort Paul
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
International Business Machines Corp
Original Assignee
International Business Machines Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Priority claimed from US16/014,801 external-priority patent/US10643092B2/en
Priority claimed from US16/014,785 external-priority patent/US10776923B2/en
Application filed by International Business Machines Corp filed Critical International Business Machines Corp
Publication of GB202019774D0 publication Critical patent/GB202019774D0/en
Publication of GB2589478A publication Critical patent/GB2589478A/en
Application granted granted Critical
Publication of GB2589478B publication Critical patent/GB2589478B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/187—Segmentation; Edge detection involving region growing; involving region merging; involving connected component labelling
    • 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
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Image Analysis (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
GB2019774.5A 2018-06-21 2019-05-13 Segmenting irregular shapes in images using deep region growing Active GB2589478B (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US16/014,801 US10643092B2 (en) 2018-06-21 2018-06-21 Segmenting irregular shapes in images using deep region growing with an image pyramid
US16/014,785 US10776923B2 (en) 2018-06-21 2018-06-21 Segmenting irregular shapes in images using deep region growing
PCT/IB2019/053923 WO2019243910A1 (en) 2018-06-21 2019-05-13 Segmenting irregular shapes in images using deep region growing

Publications (3)

Publication Number Publication Date
GB202019774D0 GB202019774D0 (en) 2021-01-27
GB2589478A GB2589478A (en) 2021-06-02
GB2589478B true GB2589478B (en) 2022-05-25

Family

ID=68983773

Family Applications (1)

Application Number Title Priority Date Filing Date
GB2019774.5A Active GB2589478B (en) 2018-06-21 2019-05-13 Segmenting irregular shapes in images using deep region growing

Country Status (5)

Country Link
JP (1) JP2021527859A (en)
CN (1) CN112189217A (en)
DE (1) DE112019001959T5 (en)
GB (1) GB2589478B (en)
WO (1) WO2019243910A1 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116546340B (en) * 2023-07-05 2023-09-19 华中师范大学 High-speed CMOS pixel detector
CN116894841B (en) * 2023-09-08 2023-11-28 山东天鼎舟工业科技有限公司 Visual detection method for quality of alloy shell of gearbox

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170372475A1 (en) * 2016-06-23 2017-12-28 Siemens Healthcare Gmbh Method and System for Vascular Disease Detection Using Recurrent Neural Networks
US20180033144A1 (en) * 2016-09-21 2018-02-01 Realize, Inc. Anomaly detection in volumetric images
CN107832807A (en) * 2017-12-07 2018-03-23 深圳联影医疗科技有限公司 A kind of image processing method and system

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103236058B (en) * 2013-04-25 2016-04-13 内蒙古科技大学 Obtain the method for volume of interest of four-dimensional heart image
US9972093B2 (en) * 2015-03-30 2018-05-15 Siemens Healthcare Gmbh Automated region of interest detection using machine learning and extended Hough transform
US10332509B2 (en) * 2015-11-25 2019-06-25 Baidu USA, LLC End-to-end speech recognition
US10402700B2 (en) * 2016-01-25 2019-09-03 Deepmind Technologies Limited Generating images using neural networks

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170372475A1 (en) * 2016-06-23 2017-12-28 Siemens Healthcare Gmbh Method and System for Vascular Disease Detection Using Recurrent Neural Networks
US20180033144A1 (en) * 2016-09-21 2018-02-01 Realize, Inc. Anomaly detection in volumetric images
CN107832807A (en) * 2017-12-07 2018-03-23 深圳联影医疗科技有限公司 A kind of image processing method and system

Also Published As

Publication number Publication date
WO2019243910A1 (en) 2019-12-26
DE112019001959T5 (en) 2021-01-21
GB2589478A (en) 2021-06-02
GB202019774D0 (en) 2021-01-27
CN112189217A (en) 2021-01-05
JP2021527859A (en) 2021-10-14

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