CN103858134A - 光学相干断层摄影术中对特征的运动校正和标准化 - Google Patents
光学相干断层摄影术中对特征的运动校正和标准化 Download PDFInfo
- Publication number
- CN103858134A CN103858134A CN201280038846.3A CN201280038846A CN103858134A CN 103858134 A CN103858134 A CN 103858134A CN 201280038846 A CN201280038846 A CN 201280038846A CN 103858134 A CN103858134 A CN 103858134A
- Authority
- CN
- China
- Prior art keywords
- oct
- data
- oct data
- measurements
- feature information
- 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
Links
Images
Classifications
-
- 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
- G06T7/0014—Biomedical image inspection using an image reference approach
- G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/22—Matching criteria, e.g. proximity measures
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
- G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/64—Three-dimensional objects
- G06V20/653—Three-dimensional objects by matching three-dimensional models, e.g. conformal mapping of Riemann surfaces
-
- 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
- G06T2207/10101—Optical tomography; Optical coherence tomography [OCT]
-
- 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
- G06T2207/20172—Image enhancement details
- G06T2207/20201—Motion blur correction
-
- 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
- G06T2207/30041—Eye; Retina; Ophthalmic
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Medical Informatics (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Evolutionary Computation (AREA)
- Artificial Intelligence (AREA)
- Multimedia (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Quality & Reliability (AREA)
- Radiology & Medical Imaging (AREA)
- Life Sciences & Earth Sciences (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Computing Systems (AREA)
- Databases & Information Systems (AREA)
- Eye Examination Apparatus (AREA)
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201161521718P | 2011-08-09 | 2011-08-09 | |
| US61/521,718 | 2011-08-09 | ||
| US13/569,892 US9418423B2 (en) | 2011-08-09 | 2012-08-08 | Motion correction and normalization of features in optical coherence tomography |
| PCT/US2012/050017 WO2013022986A1 (en) | 2011-08-09 | 2012-08-08 | Motion correction and normalization of features in optical coherence tomography |
| US13/569,892 | 2012-08-08 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN103858134A true CN103858134A (zh) | 2014-06-11 |
Family
ID=47668931
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201280038846.3A Pending CN103858134A (zh) | 2011-08-09 | 2012-08-08 | 光学相干断层摄影术中对特征的运动校正和标准化 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US9418423B2 (enExample) |
| EP (1) | EP2742460A4 (enExample) |
| JP (1) | JP2014527434A (enExample) |
| CN (1) | CN103858134A (enExample) |
| CA (1) | CA2844433A1 (enExample) |
| WO (1) | WO2013022986A1 (enExample) |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105982638A (zh) * | 2015-02-03 | 2016-10-05 | 广东福地新视野光电技术有限公司 | 多功能oct系统图像扫描范围定位方法 |
| CN107274429A (zh) * | 2016-03-30 | 2017-10-20 | 通用电气公司 | 用于在图像体积中分割小特征的方法 |
| CN107680684A (zh) * | 2017-10-12 | 2018-02-09 | 百度在线网络技术(北京)有限公司 | 用于获取信息的方法及装置 |
| CN107729929A (zh) * | 2017-09-30 | 2018-02-23 | 百度在线网络技术(北京)有限公司 | 用于获取信息的方法及装置 |
| CN108885687A (zh) * | 2016-02-19 | 2018-11-23 | 光视有限公司 | 用于使用机器学习技术来减少oct血管造影中的伪像的方法和装置 |
| CN110326023A (zh) * | 2016-12-30 | 2019-10-11 | 锐珂牙科技术顶阔有限公司 | 用于头影测量分析的方法 |
| CN112136182A (zh) * | 2017-11-16 | 2020-12-25 | 杨晓东 | 基于Gabor光学相干层析术血流成像的系统和方法 |
| CN112352258A (zh) * | 2018-07-05 | 2021-02-09 | 三菱电机株式会社 | 用于目标对象的结构的图像重构的扫描仪和方法 |
| CN119625015A (zh) * | 2024-12-03 | 2025-03-14 | 电子科技大学 | 一种基于oct的微小运动可视化跟踪方法 |
| CN119941729A (zh) * | 2025-04-08 | 2025-05-06 | 温州医科大学附属眼视光医院 | 一种基于动态角膜纹理的圆锥角膜分析系统 |
Families Citing this family (28)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8223143B2 (en) | 2006-10-27 | 2012-07-17 | Carl Zeiss Meditec, Inc. | User interface for efficiently displaying relevant OCT imaging data |
| US20120274783A1 (en) * | 2011-04-29 | 2012-11-01 | Optovue, Inc. | Imaging with real-time tracking using optical coherence tomography |
| US9101294B2 (en) * | 2012-01-19 | 2015-08-11 | Carl Zeiss Meditec, Inc. | Systems and methods for enhanced accuracy in OCT imaging of the cornea |
| US9420945B2 (en) | 2013-03-14 | 2016-08-23 | Carl Zeiss Meditec, Inc. | User interface for acquisition, display and analysis of ophthalmic diagnostic data |
| DE102013106420A1 (de) | 2013-06-19 | 2014-12-24 | Heidelberg Engineering Gmbh | Verfahren zum Ausrichten eines Systems und System zum Erfassen von Positionsdaten wenigstens eines Elementes im vorderen Bereich eines Auges |
| US10307056B2 (en) * | 2013-12-05 | 2019-06-04 | Bioptigen, Inc. | Systems and methods for quantitative doppler optical coherence tomography |
| US9933246B2 (en) | 2013-12-13 | 2018-04-03 | Nidek Co., Ltd. | Optical coherence tomography device |
| US9723978B2 (en) * | 2014-03-31 | 2017-08-08 | Nidek Co., Ltd. | Fundus photography device |
| JP6499398B2 (ja) | 2014-04-01 | 2019-04-10 | キヤノン株式会社 | 眼科装置および制御方法 |
| EP3129956B1 (en) * | 2014-04-07 | 2020-01-01 | Mimo AG | Method for the analysis of image data representing a three-dimensional volume of biological tissue |
| CA2945095A1 (en) * | 2014-04-07 | 2015-10-15 | Mimo Ag | Method for the analysis of image data representing a three-dimensional volume of biological tissue |
| WO2015168813A1 (en) * | 2014-05-08 | 2015-11-12 | Mimo Ag | Method for the acquisition of optical coherence tomography image data of retina tissue of an eye of a human subject |
| CN104146682A (zh) * | 2014-09-09 | 2014-11-19 | 中国医学科学院生物医学工程研究所 | 一种光相干层析成像系统图像运动伪差校正算法 |
| US10117568B2 (en) * | 2015-01-15 | 2018-11-06 | Kabushiki Kaisha Topcon | Geographic atrophy identification and measurement |
| KR101696205B1 (ko) * | 2015-03-30 | 2017-01-16 | 주식회사 오즈텍 | 망막 촬영용 oct 시스템의 움직임 보정 방법 및 장치 |
| WO2016174637A1 (en) * | 2015-04-29 | 2016-11-03 | Aibili - Associação Para Investigação Biomédica E Inovação Em Luz E Imagem | Method and device for the non-invasive indirect identification of sites of alterations of the blood-retinal barrier |
| CN105608675B (zh) * | 2015-12-18 | 2018-05-15 | 天津迈达医学科技股份有限公司 | 一种眼底组织oct图像运动伪差的矫正方法 |
| JP6906898B2 (ja) * | 2016-03-10 | 2021-07-21 | キヤノン株式会社 | 眼科撮影装置 |
| WO2017192383A1 (en) * | 2016-05-02 | 2017-11-09 | Bio-Tree Systems, Inc. | System and method for detecting retina disease |
| CN105942972B (zh) * | 2016-05-24 | 2017-07-14 | 中国科学院长春光学精密机械与物理研究所 | 一种对视网膜内核层微细血管自适应光学成像的系统 |
| KR101765824B1 (ko) | 2016-05-26 | 2017-08-10 | 주식회사 오즈텍 | 휴대용 광단층 검사 장치 |
| US10010249B1 (en) | 2017-03-23 | 2018-07-03 | Doheny Eye Institute | Systems, methods, and devices for optical coherence tomography multiple enface angiography averaging |
| JP7230800B2 (ja) * | 2017-03-31 | 2023-03-01 | 株式会社ニデック | 眼科情報処理システム |
| JP7019128B2 (ja) * | 2018-01-22 | 2022-02-15 | 株式会社トーメーコーポレーション | 光断層画像撮影装置 |
| JP7162479B2 (ja) | 2018-09-25 | 2022-10-28 | 株式会社トプコン | 眼科情報処理装置、眼科システム、眼科情報処理方法、及びプログラム |
| US12102389B2 (en) | 2019-10-11 | 2024-10-01 | Duke University | En face retinal vessel shadow view optical coherence tomography images |
| CN111062997B (zh) * | 2019-12-09 | 2023-09-12 | 上海联影医疗科技股份有限公司 | 一种血管造影成像方法、系统、设备和存储介质 |
| US20210319551A1 (en) * | 2020-04-10 | 2021-10-14 | Topcon Corporation | 3d analysis with optical coherence tomography images |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1623085A (zh) * | 2002-01-24 | 2005-06-01 | 通用医疗公司 | 使用光谱带并行检测的低相干干涉测量法(lci)和光学相干层析成像(oct)信号的测距和降噪的装置和方法 |
| US20080221819A1 (en) * | 2005-01-21 | 2008-09-11 | Everett Matthew J | Method of motion correction in optical coherence tomography imaging |
| CN101400295A (zh) * | 2006-01-19 | 2009-04-01 | 光视有限公司 | 通过光学相干层析x射线摄影技术检查眼睛的方法 |
Family Cites Families (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6485413B1 (en) * | 1991-04-29 | 2002-11-26 | The General Hospital Corporation | Methods and apparatus for forward-directed optical scanning instruments |
| JPH09192106A (ja) * | 1996-01-19 | 1997-07-29 | Nippon Telegr & Teleph Corp <Ntt> | 画像重ね合わせ方法 |
| US7477763B2 (en) * | 2002-06-18 | 2009-01-13 | Boston Scientific Scimed, Inc. | Computer generated representation of the imaging pattern of an imaging device |
| EP1611470B1 (en) * | 2003-03-31 | 2015-10-14 | The General Hospital Corporation | Speckle reduction in optical coherence tomography by path length encoded angular compounding |
| JP4449723B2 (ja) * | 2004-12-08 | 2010-04-14 | ソニー株式会社 | 画像処理装置、画像処理方法、およびプログラム |
| EP2309221A1 (en) * | 2006-02-24 | 2011-04-13 | The General Hospital Corporation | Methods and systems for performing angle-resolved fourier-domain optical coherence tomography |
| WO2008157406A1 (en) * | 2007-06-15 | 2008-12-24 | University Of Southern California | Pattern analysis of retinal maps for diagnosis of optic nerve diseases by optical coherence tomography |
| JP5160826B2 (ja) * | 2007-07-19 | 2013-03-13 | 株式会社トプコン | 角膜観察装置 |
| CA2721224A1 (en) * | 2008-04-14 | 2009-10-22 | Optovue, Inc. | Method of eye registration for optical coherence tomography |
| US20120150029A1 (en) * | 2008-12-19 | 2012-06-14 | University Of Miami | System and Method for Detection and Monitoring of Ocular Diseases and Disorders using Optical Coherence Tomography |
| JP5601609B2 (ja) * | 2009-03-23 | 2014-10-08 | 株式会社ニデック | 眼科観察プログラム及び眼科観察装置 |
| JP5432644B2 (ja) * | 2009-09-10 | 2014-03-05 | キヤノン株式会社 | 血管交差・分岐部位の抽出方法及び装置 |
| US8322853B2 (en) * | 2009-10-02 | 2012-12-04 | Optos Plc | Diagnostic method and apparatus for predicting potential preserved visual acuity |
| US8781214B2 (en) * | 2009-10-29 | 2014-07-15 | Optovue, Inc. | Enhanced imaging for optical coherence tomography |
| US8363225B2 (en) | 2010-01-14 | 2013-01-29 | University Of Rochester | Optical coherence tomography (OCT) apparatus, methods, and applications |
| WO2011149708A1 (en) * | 2010-05-24 | 2011-12-01 | Fairfield University | Low coherence enhanced backscattering tomography and techniques |
| JP5884195B2 (ja) * | 2010-07-21 | 2016-03-15 | ディオプシス、インコーポレーテッド | Oct画像を分析する方法および視神経を分析する方法 |
| US8768049B2 (en) * | 2012-07-13 | 2014-07-01 | Seiko Epson Corporation | Small vein image recognition and authorization using constrained geometrical matching and weighted voting under generic tree model |
| US9092691B1 (en) * | 2014-07-18 | 2015-07-28 | Median Technologies | System for computing quantitative biomarkers of texture features in tomographic images |
-
2012
- 2012-08-08 JP JP2014525123A patent/JP2014527434A/ja active Pending
- 2012-08-08 CN CN201280038846.3A patent/CN103858134A/zh active Pending
- 2012-08-08 WO PCT/US2012/050017 patent/WO2013022986A1/en not_active Ceased
- 2012-08-08 EP EP12822422.7A patent/EP2742460A4/en not_active Withdrawn
- 2012-08-08 CA CA2844433A patent/CA2844433A1/en not_active Abandoned
- 2012-08-08 US US13/569,892 patent/US9418423B2/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1623085A (zh) * | 2002-01-24 | 2005-06-01 | 通用医疗公司 | 使用光谱带并行检测的低相干干涉测量法(lci)和光学相干层析成像(oct)信号的测距和降噪的装置和方法 |
| US20080221819A1 (en) * | 2005-01-21 | 2008-09-11 | Everett Matthew J | Method of motion correction in optical coherence tomography imaging |
| CN101400295A (zh) * | 2006-01-19 | 2009-04-01 | 光视有限公司 | 通过光学相干层析x射线摄影技术检查眼睛的方法 |
Non-Patent Citations (2)
| Title |
|---|
| MASAYUKI NUKADA, ET AL.: "Detection of Localized Retinal Nerve Fiber Layer Defects in Glaucoma Using Enhanced Spectral-Domain Optical Coherence Tomograghy", 《OPHTHALMOLOGY》 * |
| MIRCEA MUJAT, ET AL.: "Retinal nerve fiber layer thickness map determined from optical coherence tomography images", 《OPTICS EXPRESS》 * |
Cited By (17)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105982638A (zh) * | 2015-02-03 | 2016-10-05 | 广东福地新视野光电技术有限公司 | 多功能oct系统图像扫描范围定位方法 |
| CN108885687A (zh) * | 2016-02-19 | 2018-11-23 | 光视有限公司 | 用于使用机器学习技术来减少oct血管造影中的伪像的方法和装置 |
| CN107274429A (zh) * | 2016-03-30 | 2017-10-20 | 通用电气公司 | 用于在图像体积中分割小特征的方法 |
| CN107274429B (zh) * | 2016-03-30 | 2022-04-26 | 通用电气公司 | 运动伪影校正的方法和系统 |
| CN110326023B (zh) * | 2016-12-30 | 2024-04-19 | 锐珂牙科技术顶阔有限公司 | 用于头影测量分析的方法 |
| CN110326023A (zh) * | 2016-12-30 | 2019-10-11 | 锐珂牙科技术顶阔有限公司 | 用于头影测量分析的方法 |
| CN107729929A (zh) * | 2017-09-30 | 2018-02-23 | 百度在线网络技术(北京)有限公司 | 用于获取信息的方法及装置 |
| US10755410B2 (en) | 2017-09-30 | 2020-08-25 | Baidu Online Network Technology (Beijing) Co., Ltd. | Method and apparatus for acquiring information |
| CN107680684A (zh) * | 2017-10-12 | 2018-02-09 | 百度在线网络技术(北京)有限公司 | 用于获取信息的方法及装置 |
| CN107680684B (zh) * | 2017-10-12 | 2021-05-07 | 百度在线网络技术(北京)有限公司 | 用于获取信息的方法及装置 |
| CN112136182A (zh) * | 2017-11-16 | 2020-12-25 | 杨晓东 | 基于Gabor光学相干层析术血流成像的系统和方法 |
| CN112352258A (zh) * | 2018-07-05 | 2021-02-09 | 三菱电机株式会社 | 用于目标对象的结构的图像重构的扫描仪和方法 |
| CN112352258B (zh) * | 2018-07-05 | 2024-06-11 | 三菱电机株式会社 | 用于目标对象的结构的图像重构的扫描仪和方法 |
| CN119625015A (zh) * | 2024-12-03 | 2025-03-14 | 电子科技大学 | 一种基于oct的微小运动可视化跟踪方法 |
| CN119625015B (zh) * | 2024-12-03 | 2025-11-11 | 电子科技大学 | 一种基于oct的微小运动可视化跟踪方法 |
| CN119941729A (zh) * | 2025-04-08 | 2025-05-06 | 温州医科大学附属眼视光医院 | 一种基于动态角膜纹理的圆锥角膜分析系统 |
| CN119941729B (zh) * | 2025-04-08 | 2025-07-15 | 温州医科大学附属眼视光医院 | 一种基于动态角膜纹理的圆锥角膜分析系统 |
Also Published As
| Publication number | Publication date |
|---|---|
| CA2844433A1 (en) | 2013-02-14 |
| JP2014527434A (ja) | 2014-10-16 |
| EP2742460A4 (en) | 2015-09-09 |
| US20130039557A1 (en) | 2013-02-14 |
| US9418423B2 (en) | 2016-08-16 |
| EP2742460A1 (en) | 2014-06-18 |
| WO2013022986A1 (en) | 2013-02-14 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103858134A (zh) | 光学相干断层摄影术中对特征的运动校正和标准化 | |
| JP5697733B2 (ja) | 3次元光コヒーレンストモグラフィを用いた視神経障害の検出 | |
| JP7193343B2 (ja) | 機械学習技法を用いたoctアンギオグラフィにおけるアーチファクトを減少させるための方法及び装置 | |
| JP5739323B2 (ja) | 光干渉断層法のアイレジストレーション法 | |
| US8332016B2 (en) | Non-linear projections of 3-D medical imaging data | |
| JP5913392B2 (ja) | 神経障害解析装置 | |
| US7992999B2 (en) | Automated assessment of optic nerve head with spectral domain optical coherence tomography | |
| JP2022103221A (ja) | 医用画像処理装置、医用画像処理システム、医用画像処理方法及びプログラム | |
| JP2020093076A (ja) | 医用画像処理装置、学習済モデル、医用画像処理方法及びプログラム | |
| US9918630B2 (en) | Systems and methods of glaucoma diagnosis based on frequency analysis of inner retinal surface profile measured by optical coherence tomography | |
| JP2014505552A (ja) | 光干渉断層法の正面鉛直断面ビューを使用する網膜疾患のコンピュータ援用診断 | |
| US11284792B2 (en) | Methods and systems for enhancing microangiography image quality | |
| CN116710959A (zh) | 使用多个子体积、厚度和曲率用于oct/octa数据配准和视网膜标志检测 | |
| US20140029820A1 (en) | Differential geometric metrics characterizing optical coherence tomography data | |
| JP2022134615A (ja) | 医用画像処理装置、学習済モデル、医用画像処理方法及びプログラム | |
| CN106415660A (zh) | 用于分析表示生物组织的三维体积的图像数据的方法 | |
| CN117752295A (zh) | 一种视神经筛板测量方法和系统 | |
| Lindberg | Enhanced Depth Imaging OCT and OCT Angiography for Quantifying Optic Disc Drusen and Related Complications | |
| Akhlaghi et al. | An Update on Choroidal Layer Segmentation Methods in Optical Coherence Tomography Images | |
| Jiao | Development and Application of Advanced Ophthalmic Imaging Technology to Enhance Military Ocular Health Capabilities |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| WD01 | Invention patent application deemed withdrawn after publication | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20140611 |