CN107636725A - 自知的图像分割方法和系统 - Google Patents

自知的图像分割方法和系统 Download PDF

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Publication number
CN107636725A
CN107636725A CN201680028720.6A CN201680028720A CN107636725A CN 107636725 A CN107636725 A CN 107636725A CN 201680028720 A CN201680028720 A CN 201680028720A CN 107636725 A CN107636725 A CN 107636725A
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China
Prior art keywords
segmentation
segmentation result
input picture
cutting procedure
image
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CN201680028720.6A
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English (en)
Chinese (zh)
Inventor
闫平昆
C·S·霍尔
卢孔阔
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Koninklijke Philips NV
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Koninklijke Philips Electronics NV
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Publication of CN107636725A publication Critical patent/CN107636725A/zh
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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
    • G06T7/13—Edge detection
    • 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
    • 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
    • G06T7/143—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
    • 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

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Health & Medical Sciences (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Probability & Statistics with Applications (AREA)
  • Software Systems (AREA)
  • Image Analysis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Image Processing (AREA)
CN201680028720.6A 2015-05-18 2016-04-29 自知的图像分割方法和系统 Pending CN107636725A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201562163101P 2015-05-18 2015-05-18
US62/163,101 2015-05-18
PCT/IB2016/052425 WO2016185306A1 (en) 2015-05-18 2016-04-29 Self-aware image segmentation methods and systems

Publications (1)

Publication Number Publication Date
CN107636725A true CN107636725A (zh) 2018-01-26

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US (2) US10565711B2 (enExample)
EP (1) EP3298581A1 (enExample)
JP (1) JP2018517207A (enExample)
CN (1) CN107636725A (enExample)
WO (1) WO2016185306A1 (enExample)

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* Cited by examiner, † Cited by third party
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CN112996440A (zh) * 2018-11-05 2021-06-18 株式会社岛津制作所 X射线摄像装置
CN114846510A (zh) * 2019-12-17 2022-08-02 皇家飞利浦有限公司 根据多个不同地扰动的基于模型的解剖图像分割的节点变化来生成分割置信度图
CN115443482A (zh) * 2020-04-16 2022-12-06 皇家飞利浦有限公司 针对图像分割的故障检测

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US10991092B2 (en) * 2018-08-13 2021-04-27 Siemens Healthcare Gmbh Magnetic resonance imaging quality classification based on deep machine-learning to account for less training data
CN111210436B (zh) * 2019-12-24 2022-11-11 中国科学院宁波工业技术研究院慈溪生物医学工程研究所 晶状体分割方法、装置及存储介质
US11532084B2 (en) * 2020-05-11 2022-12-20 EchoNous, Inc. Gating machine learning predictions on medical ultrasound images via risk and uncertainty quantification
CN113706549A (zh) * 2020-05-22 2021-11-26 中国科学院深圳先进技术研究院 基于gpu的三维图像分割方法和装置以及计算机设备
WO2022026603A1 (en) * 2020-07-29 2022-02-03 Magic Leap, Inc. Object recognition neural network training using multiple data sources

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112996440A (zh) * 2018-11-05 2021-06-18 株式会社岛津制作所 X射线摄像装置
CN114846510A (zh) * 2019-12-17 2022-08-02 皇家飞利浦有限公司 根据多个不同地扰动的基于模型的解剖图像分割的节点变化来生成分割置信度图
CN115443482A (zh) * 2020-04-16 2022-12-06 皇家飞利浦有限公司 针对图像分割的故障检测

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WO2016185306A1 (en) 2016-11-24
US20180130213A1 (en) 2018-05-10
US20200151882A1 (en) 2020-05-14
EP3298581A1 (en) 2018-03-28
US10565711B2 (en) 2020-02-18
JP2018517207A (ja) 2018-06-28

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Application publication date: 20180126