JP7237624B2 - 画像処理装置および画像処理方法 - Google Patents
画像処理装置および画像処理方法 Download PDFInfo
- Publication number
- JP7237624B2 JP7237624B2 JP2019020467A JP2019020467A JP7237624B2 JP 7237624 B2 JP7237624 B2 JP 7237624B2 JP 2019020467 A JP2019020467 A JP 2019020467A JP 2019020467 A JP2019020467 A JP 2019020467A JP 7237624 B2 JP7237624 B2 JP 7237624B2
- Authority
- JP
- Japan
- Prior art keywords
- image
- tomographic image
- tomographic
- frame
- output
- 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
Links
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01T—MEASUREMENT OF NUCLEAR OR X-RADIATION
- G01T1/00—Measuring X-radiation, gamma radiation, corpuscular radiation, or cosmic radiation
- G01T1/29—Measurement performed on radiation beams, e.g. position or section of the beam; Measurement of spatial distribution of radiation
- G01T1/2914—Measurement of spatial distribution of radiation
- G01T1/2985—In depth localisation, e.g. using positron emitters; Tomographic imaging (longitudinal and transverse section imaging; apparatus for radiation diagnosis sequentially in different planes, steroscopic radiation diagnosis)
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T12/00—Tomographic reconstruction from projections
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T12/00—Tomographic reconstruction from projections
- G06T12/20—Inverse problem, i.e. transformations from projection space into object space
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2210/00—Indexing scheme for image generation or computer graphics
- G06T2210/41—Medical
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2211/00—Image generation
- G06T2211/40—Computed tomography
- G06T2211/412—Dynamic
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2211/00—Image generation
- G06T2211/40—Computed tomography
- G06T2211/441—AI-based methods, deep learning or artificial neural networks
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- High Energy & Nuclear Physics (AREA)
- Molecular Biology (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Image Processing (AREA)
- Nuclear Medicine (AREA)
- Image Analysis (AREA)
Priority Applications (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2019020467A JP7237624B2 (ja) | 2019-02-07 | 2019-02-07 | 画像処理装置および画像処理方法 |
| US17/428,693 US11893660B2 (en) | 2019-02-07 | 2020-01-29 | Image processing device and image processing method |
| EP20752373.9A EP3923033B1 (en) | 2019-02-07 | 2020-01-29 | Image processing device and image processing method |
| PCT/JP2020/003268 WO2020162296A1 (ja) | 2019-02-07 | 2020-01-29 | 画像処理装置および画像処理方法 |
| CN202080012799.XA CN113454489B (zh) | 2019-02-07 | 2020-01-29 | 图像处理装置和图像处理方法 |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2019020467A JP7237624B2 (ja) | 2019-02-07 | 2019-02-07 | 画像処理装置および画像処理方法 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2020128882A JP2020128882A (ja) | 2020-08-27 |
| JP2020128882A5 JP2020128882A5 (https=) | 2022-02-15 |
| JP7237624B2 true JP7237624B2 (ja) | 2023-03-13 |
Family
ID=71947437
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2019020467A Active JP7237624B2 (ja) | 2019-02-07 | 2019-02-07 | 画像処理装置および画像処理方法 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US11893660B2 (https=) |
| EP (1) | EP3923033B1 (https=) |
| JP (1) | JP7237624B2 (https=) |
| CN (1) | CN113454489B (https=) |
| WO (1) | WO2020162296A1 (https=) |
Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7562223B2 (ja) * | 2020-11-17 | 2024-10-07 | キヤノンメディカルシステムズ株式会社 | 核医学診断装置および核医学データ処理装置 |
| KR102561613B1 (ko) * | 2021-12-10 | 2023-08-01 | 광주과학기술원 | Ste 및 최적 중단시점 자동 결정 알고리즘을 적용한 dip를 사용하여 노이즈 이미지를 디노이징하는 방법 및 장치 |
| KR102476433B1 (ko) * | 2021-12-22 | 2022-12-12 | 이화여자대학교 산학협력단 | 신경망을 이용하여 영상의 노이즈를 저감하기 위한 학습 및 복원 방법과 이를 수행하는 컴퓨팅 장치 |
| JP2023112818A (ja) * | 2022-02-02 | 2023-08-15 | 浜松ホトニクス株式会社 | 画像処理装置および画像処理方法 |
| JP2023173737A (ja) * | 2022-05-26 | 2023-12-07 | 浜松ホトニクス株式会社 | 画像処理装置および画像処理方法 |
| JP7815033B2 (ja) * | 2022-05-31 | 2026-02-17 | 浜松ホトニクス株式会社 | 画像処理装置および画像処理方法 |
| JP2024054668A (ja) * | 2022-10-05 | 2024-04-17 | 浜松ホトニクス株式会社 | 画像処理装置および画像処理方法 |
| WO2025142535A1 (ja) * | 2023-12-27 | 2025-07-03 | 浜松ホトニクス株式会社 | 画像処理装置および画像処理方法 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170039738A1 (en) | 2004-01-13 | 2017-02-09 | Spectrum Dynamics Llc | Gating with anatomically varying durations |
| US20180018757A1 (en) | 2016-07-13 | 2018-01-18 | Kenji Suzuki | Transforming projection data in tomography by means of machine learning |
| JP2018110866A (ja) | 2017-01-13 | 2018-07-19 | キヤノンメディカルシステムズ株式会社 | 医用画像生成装置及び医用画像生成方法 |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103955899A (zh) | 2014-05-02 | 2014-07-30 | 南方医科大学 | 基于组合图像引导的动态pet图像去噪方法 |
| WO2018048507A1 (en) | 2016-09-06 | 2018-03-15 | Han Xiao | Neural network for generating synthetic medical images |
| RU2667879C1 (ru) * | 2017-05-30 | 2018-09-24 | Общество с ограниченной ответственностью "Аби Продакшн" | Обработка и анализ данных на изображениях компьютерной томографии |
| EP3698269B1 (en) * | 2017-11-22 | 2025-07-30 | Zhejiang Dahua Technology Co., Ltd. | An image processing method and system |
| US11880962B2 (en) * | 2018-02-15 | 2024-01-23 | General Electric Company | System and method for synthesizing magnetic resonance images |
| JP7262933B2 (ja) * | 2018-05-25 | 2023-04-24 | キヤノンメディカルシステムズ株式会社 | 医用情報処理システム、医用情報処理装置、放射線診断装置、超音波診断装置、学習用データの生産方法及びプログラム |
| US10685445B2 (en) * | 2018-06-09 | 2020-06-16 | Uih-Rt Us Llc | Systems and methods for generating augmented segmented image set |
| CN109166161B (zh) | 2018-07-04 | 2023-06-30 | 东南大学 | 一种基于噪声伪影抑制卷积神经网络的低剂量ct图像处理系统 |
| CN109009179B (zh) * | 2018-08-02 | 2020-09-18 | 浙江大学 | 基于深度置信网络的相同同位素标记双示踪剂pet分离方法 |
| 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 |
| US11446008B2 (en) * | 2018-08-17 | 2022-09-20 | Tokitae Llc | Automated ultrasound video interpretation of a body part with one or more convolutional neural networks |
| CN109272472B (zh) | 2018-10-15 | 2022-07-15 | 天津大学 | 面向医用能谱ct图像的噪声及伪影消除方法 |
| US11222447B2 (en) * | 2020-05-06 | 2022-01-11 | Siemens Medical Solutions Usa, Inc. | Inter-frame motion correction in whole-body direct parametric image reconstruction |
-
2019
- 2019-02-07 JP JP2019020467A patent/JP7237624B2/ja active Active
-
2020
- 2020-01-29 WO PCT/JP2020/003268 patent/WO2020162296A1/ja not_active Ceased
- 2020-01-29 US US17/428,693 patent/US11893660B2/en active Active
- 2020-01-29 EP EP20752373.9A patent/EP3923033B1/en active Active
- 2020-01-29 CN CN202080012799.XA patent/CN113454489B/zh active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20170039738A1 (en) | 2004-01-13 | 2017-02-09 | Spectrum Dynamics Llc | Gating with anatomically varying durations |
| US20180018757A1 (en) | 2016-07-13 | 2018-01-18 | Kenji Suzuki | Transforming projection data in tomography by means of machine learning |
| JP2018110866A (ja) | 2017-01-13 | 2018-07-19 | キヤノンメディカルシステムズ株式会社 | 医用画像生成装置及び医用画像生成方法 |
Non-Patent Citations (1)
| Title |
|---|
| 大手 希望 他,畳み込みニューラルネットワークによるPET画像ノイズ除去,Madical Imaging Technology,2019年01月25日,Vol.37 No.1,35-45 |
Also Published As
| Publication number | Publication date |
|---|---|
| CN113454489B (zh) | 2024-07-26 |
| WO2020162296A1 (ja) | 2020-08-13 |
| CN113454489A (zh) | 2021-09-28 |
| US20220114772A1 (en) | 2022-04-14 |
| EP3923033A4 (en) | 2022-11-16 |
| JP2020128882A (ja) | 2020-08-27 |
| US11893660B2 (en) | 2024-02-06 |
| EP3923033B1 (en) | 2025-06-25 |
| EP3923033A1 (en) | 2021-12-15 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP7237624B2 (ja) | 画像処理装置および画像処理方法 | |
| CN110097611B (zh) | 图像重建方法、装置、设备及存储介质 | |
| EP3685350B1 (en) | Image reconstruction using machine learning regularizers | |
| US12444098B2 (en) | Image processing device and image processing method | |
| EP2238571B1 (en) | System for image processing using principal component analysis | |
| CN114387236B (zh) | 基于卷积神经网络的低剂量Sinogram去噪与PET图像重建方法 | |
| US20210366169A1 (en) | Positron emission tomography image reconstruction method | |
| Whiteley et al. | FastPET: Near real-time PET reconstruction from histo-images using a neural network | |
| JP6974159B2 (ja) | 画像処理装置および画像処理方法 | |
| CN105488824B (zh) | 一种重建pet图像的方法和装置 | |
| JP6495615B2 (ja) | 画像処理装置および画像処理方法 | |
| JP2023173737A (ja) | 画像処理装置および画像処理方法 | |
| JP6986961B2 (ja) | 画像処理装置および画像処理方法 | |
| JP7018306B2 (ja) | 画像処理装置および画像処理方法 | |
| US20250157099A1 (en) | Image processing device and image processing method | |
| Bergounioux et al. | Infimal convolution spatiotemporal PET reconstruction using total variation based priors | |
| Suzuki et al. | Image Correction in Emission Tomography Using Deep Convolution Neural Network | |
| Liang et al. | A model-based deep learning reconstruction for X-Ray CT | |
| Dao et al. | Hardware-Compatible U-Net for Low-Dose PET Reconstruction | |
| EP3889881A1 (en) | Method, device and system for generating a denoised medical image | |
| JP2025037333A (ja) | 減弱分布画像作成装置、画像処理装置、放射線断層撮影システム、減弱分布画像作成方法、画像処理方法 | |
| WO2024224878A1 (ja) | 画像処理装置および画像処理方法 | |
| Whiteley | Deep Learning in Positron Emission Tomography Image Reconstruction |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220204 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20220204 |
|
| TRDD | Decision of grant or rejection written | ||
| A01 | Written decision to grant a patent or to grant a registration (utility model) |
Free format text: JAPANESE INTERMEDIATE CODE: A01 Effective date: 20230131 |
|
| A61 | First payment of annual fees (during grant procedure) |
Free format text: JAPANESE INTERMEDIATE CODE: A61 Effective date: 20230301 |
|
| R150 | Certificate of patent or registration of utility model |
Ref document number: 7237624 Country of ref document: JP Free format text: JAPANESE INTERMEDIATE CODE: R150 |
|
| R250 | Receipt of annual fees |
Free format text: JAPANESE INTERMEDIATE CODE: R250 |