DE112019001097T5 - Bildregistrierungsqualifizierung - Google Patents

Bildregistrierungsqualifizierung Download PDF

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Publication number
DE112019001097T5
DE112019001097T5 DE112019001097.2T DE112019001097T DE112019001097T5 DE 112019001097 T5 DE112019001097 T5 DE 112019001097T5 DE 112019001097 T DE112019001097 T DE 112019001097T DE 112019001097 T5 DE112019001097 T5 DE 112019001097T5
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DE
Germany
Prior art keywords
image registration
images
modality
image
qualifying
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.)
Pending
Application number
DE112019001097.2T
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German (de)
English (en)
Inventor
Pingkun Yan
Jochen Kruecker
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.)
Koninklijke Philips NV
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Koninklijke Philips NV
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Application filed by Koninklijke Philips NV filed Critical Koninklijke Philips NV
Publication of DE112019001097T5 publication Critical patent/DE112019001097T5/de
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2113—Selection of the most significant subset of features by ranking or filtering the set of features, e.g. using a measure of variance or of feature cross-correlation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • 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
    • 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
    • G06T2207/10132—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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • 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
    • G06T2207/30081—Prostate

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Image Analysis (AREA)
DE112019001097.2T 2018-03-02 2019-02-26 Bildregistrierungsqualifizierung Pending DE112019001097T5 (de)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862637553P 2018-03-02 2018-03-02
US62/637,553 2018-03-02
US201862677334P 2018-05-29 2018-05-29
US62/677,334 2018-05-29
PCT/EP2019/054766 WO2019166447A1 (en) 2018-03-02 2019-02-26 Image registration qualification

Publications (1)

Publication Number Publication Date
DE112019001097T5 true DE112019001097T5 (de) 2021-03-18

Family

ID=65628761

Family Applications (1)

Application Number Title Priority Date Filing Date
DE112019001097.2T Pending DE112019001097T5 (de) 2018-03-02 2019-02-26 Bildregistrierungsqualifizierung

Country Status (5)

Country Link
US (1) US11380001B2 (https=)
JP (1) JP7245256B2 (https=)
CN (1) CN112055870A (https=)
DE (1) DE112019001097T5 (https=)
WO (1) WO2019166447A1 (https=)

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DE102019217576B4 (de) * 2019-11-14 2021-10-14 Siemens Healthcare Gmbh Identifizieren und Bereitstellen von Fehlausrichtungsbildmerkmalen
CN115210761B (zh) * 2020-03-05 2026-01-20 皇家飞利浦有限公司 多模态医学图像配准和相关联的设备、系统和方法
CN111640145B (zh) * 2020-05-29 2022-03-29 上海商汤智能科技有限公司 图像配准方法及其相关的模型训练方法、设备、装置
CN116830126A (zh) * 2020-11-23 2023-09-29 深透医疗公司 自动化医学图像质量控制系统
CN113192014B (zh) * 2021-04-16 2024-01-30 深圳市第二人民医院(深圳市转化医学研究院) 改进脑室分割模型的训练方法、装置、电子设备和介质
JP7650742B2 (ja) * 2021-07-14 2025-03-25 株式会社Ｓｃｒｅｅｎホールディングス 標本画像のレジストレーション方法、標本画像の解析方法、プログラムおよび記録媒体
CN116580071A (zh) * 2022-01-29 2023-08-11 佳能医疗系统株式会社 医用图像配准方法、医用图像处理装置、存储介质及程序产品
US12462335B2 (en) 2022-03-03 2025-11-04 Rensselaer Polytechnic Institute Systems and methods for multi-modal multi-dimensional image registration
WO2026033880A1 (ja) * 2024-08-06 2026-02-12 ソニーグループ株式会社 画像処理装置および方法

Family Cites Families (19)

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US7965420B2 (en) * 2008-03-31 2011-06-21 Xerox Corporation Method and apparatus for image registration for image processing
JP5486182B2 (ja) * 2008-12-05 2014-05-07 キヤノン株式会社 情報処理装置および情報処理方法
JP5587614B2 (ja) * 2010-01-13 2014-09-10 富士フイルム株式会社 医用画像表示装置および方法、並びにプログラム
WO2013132402A2 (en) * 2012-03-08 2013-09-12 Koninklijke Philips N.V. Intelligent landmark selection to improve registration accuracy in multimodal image fusion
JP5925576B2 (ja) * 2012-04-23 2016-05-25 株式会社日立製作所 画像処理装置、画像処理方法
AU2013387679B2 (en) * 2013-03-12 2018-07-05 Lightlab Imaging, Inc. Vascular data processing and image registration systems, methods, and apparatuses
US9922272B2 (en) * 2014-09-25 2018-03-20 Siemens Healthcare Gmbh Deep similarity learning for multimodal medical images
US9770213B2 (en) 2014-10-30 2017-09-26 Koninklijke Philips N.V. Device, system and method for extracting physiological information
US10231667B2 (en) 2014-10-31 2019-03-19 Koninklijke Philips N.V. Non-invasive dehydration monitoring
JP6490820B2 (ja) * 2015-09-02 2019-03-27 株式会社日立製作所 超音波撮像装置、画像処理装置、及び方法
CN106551690A (zh) 2015-09-30 2017-04-05 齐心 一种生命体征测量装置及方法
RU2018121341A (ru) 2015-11-10 2019-12-16 Конинклейке Филипс Н.В, Устройство для фотоплетизмографии
JP6849684B2 (ja) 2016-01-15 2021-03-24 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 対象のバイタルサイン情報を含むフォトプレチスモグラフ画像を生成するデバイス、システム、及び方法
KR102439769B1 (ko) * 2016-01-18 2022-09-05 삼성메디슨 주식회사 의료 영상 장치 및 그 동작방법
US11232548B2 (en) * 2016-03-22 2022-01-25 Digital Diagnostics Inc. System and methods for qualifying medical images
US20170337682A1 (en) * 2016-05-18 2017-11-23 Siemens Healthcare Gmbh Method and System for Image Registration Using an Intelligent Artificial Agent
CN106920215B (zh) * 2017-03-06 2020-03-27 长沙全度影像科技有限公司 一种全景图像配准效果的检测方法
US10733744B2 (en) * 2017-05-11 2020-08-04 Kla-Tencor Corp. Learning based approach for aligning images acquired with different modalities
US10417737B2 (en) * 2017-06-21 2019-09-17 International Business Machines Corporation Machine learning model for automatic image registration quality assessment and correction

Also Published As

Publication number Publication date
WO2019166447A1 (en) 2019-09-06
JP2021514767A (ja) 2021-06-17
CN112055870A (zh) 2020-12-08
JP7245256B2 (ja) 2023-03-23
US20200410696A1 (en) 2020-12-31
US11380001B2 (en) 2022-07-05

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