JP2021532881A - マルチスペクトル情報を用いた拡張画像化のための方法およびシステム - Google Patents
マルチスペクトル情報を用いた拡張画像化のための方法およびシステム Download PDFInfo
- Publication number
- JP2021532881A JP2021532881A JP2021505298A JP2021505298A JP2021532881A JP 2021532881 A JP2021532881 A JP 2021532881A JP 2021505298 A JP2021505298 A JP 2021505298A JP 2021505298 A JP2021505298 A JP 2021505298A JP 2021532881 A JP2021532881 A JP 2021532881A
- Authority
- JP
- Japan
- Prior art keywords
- tissue
- image
- multispectral
- classifier
- multispectral image
- 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
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/20—Analysis of motion
- G06T7/254—Analysis of motion involving subtraction of images
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Physics & Mathematics (AREA)
- Quality & Reliability (AREA)
- Radiology & Medical Imaging (AREA)
- Multimedia (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Medical Informatics (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Bioinformatics & Computational Biology (AREA)
- General Engineering & Computer Science (AREA)
- Evolutionary Computation (AREA)
- Evolutionary Biology (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Image Analysis (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Processing Or Creating Images (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP18186700.3 | 2018-07-31 | ||
| EP18186700 | 2018-07-31 | ||
| PCT/EP2019/070669 WO2020025696A1 (en) | 2018-07-31 | 2019-07-31 | Method and system for augmented imaging using multispectral information |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2021532881A true JP2021532881A (ja) | 2021-12-02 |
| JPWO2020025696A5 JPWO2020025696A5 (https=) | 2022-08-05 |
| JP2021532881A5 JP2021532881A5 (https=) | 2022-08-05 |
Family
ID=63363828
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021505298A Pending JP2021532881A (ja) | 2018-07-31 | 2019-07-31 | マルチスペクトル情報を用いた拡張画像化のための方法およびシステム |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20220012874A1 (https=) |
| EP (1) | EP3830790A1 (https=) |
| JP (1) | JP2021532881A (https=) |
| WO (1) | WO2020025696A1 (https=) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7195467B1 (ja) | 2022-02-28 | 2022-12-23 | 株式会社エクサウィザーズ | 学習モデルの生成方法、学習用データの生成方法、コンピュータプログラム及び情報処理装置 |
Families Citing this family (68)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11157014B2 (en) | 2016-12-29 | 2021-10-26 | Tesla, Inc. | Multi-channel sensor simulation for autonomous control systems |
| US10678244B2 (en) | 2017-03-23 | 2020-06-09 | Tesla, Inc. | Data synthesis for autonomous control systems |
| US11157441B2 (en) | 2017-07-24 | 2021-10-26 | Tesla, Inc. | Computational array microprocessor system using non-consecutive data formatting |
| US11893393B2 (en) | 2017-07-24 | 2024-02-06 | Tesla, Inc. | Computational array microprocessor system with hardware arbiter managing memory requests |
| US11409692B2 (en) | 2017-07-24 | 2022-08-09 | Tesla, Inc. | Vector computational unit |
| US10671349B2 (en) | 2017-07-24 | 2020-06-02 | Tesla, Inc. | Accelerated mathematical engine |
| US12307350B2 (en) | 2018-01-04 | 2025-05-20 | Tesla, Inc. | Systems and methods for hardware-based pooling |
| US11561791B2 (en) | 2018-02-01 | 2023-01-24 | Tesla, Inc. | Vector computational unit receiving data elements in parallel from a last row of a computational array |
| WO2019173283A1 (en) | 2018-03-05 | 2019-09-12 | Marquette University | Method and apparatus for non-invasive hemoglobin level prediction |
| US11215999B2 (en) | 2018-06-20 | 2022-01-04 | Tesla, Inc. | Data pipeline and deep learning system for autonomous driving |
| US11361457B2 (en) | 2018-07-20 | 2022-06-14 | Tesla, Inc. | Annotation cross-labeling for autonomous control systems |
| US11636333B2 (en) | 2018-07-26 | 2023-04-25 | Tesla, Inc. | Optimizing neural network structures for embedded systems |
| US11562231B2 (en) | 2018-09-03 | 2023-01-24 | Tesla, Inc. | Neural networks for embedded devices |
| WO2020077117A1 (en) | 2018-10-11 | 2020-04-16 | Tesla, Inc. | Systems and methods for training machine models with augmented data |
| US11196678B2 (en) | 2018-10-25 | 2021-12-07 | Tesla, Inc. | QOS manager for system on a chip communications |
| US11816585B2 (en) | 2018-12-03 | 2023-11-14 | Tesla, Inc. | Machine learning models operating at different frequencies for autonomous vehicles |
| US11537811B2 (en) | 2018-12-04 | 2022-12-27 | Tesla, Inc. | Enhanced object detection for autonomous vehicles based on field view |
| US11610117B2 (en) | 2018-12-27 | 2023-03-21 | Tesla, Inc. | System and method for adapting a neural network model on a hardware platform |
| US11150664B2 (en) | 2019-02-01 | 2021-10-19 | Tesla, Inc. | Predicting three-dimensional features for autonomous driving |
| US10997461B2 (en) | 2019-02-01 | 2021-05-04 | Tesla, Inc. | Generating ground truth for machine learning from time series elements |
| US11567514B2 (en) | 2019-02-11 | 2023-01-31 | Tesla, Inc. | Autonomous and user controlled vehicle summon to a target |
| US10956755B2 (en) | 2019-02-19 | 2021-03-23 | Tesla, Inc. | Estimating object properties using visual image data |
| US11660057B2 (en) * | 2019-07-10 | 2023-05-30 | Stryker Corporation | Systems and methods for persistent ureter visualization |
| US11500365B2 (en) * | 2019-09-15 | 2022-11-15 | Oracle International Corporation | Anomaly detection using MSET with random projections |
| CN111091536B (zh) * | 2019-11-25 | 2023-04-07 | 腾讯科技(深圳)有限公司 | 医学图像处理方法、装置、设备、介质以及内窥镜 |
| US11681914B2 (en) * | 2020-05-08 | 2023-06-20 | International Business Machines Corporation | Determining multivariate time series data dependencies |
| US11393194B2 (en) * | 2020-08-11 | 2022-07-19 | International Business Machines Corporation | Selective analysis for field boundary detection |
| CN112132812B (zh) * | 2020-09-24 | 2023-06-30 | 平安科技(深圳)有限公司 | 证件校验方法、装置、电子设备及介质 |
| US20220108220A1 (en) * | 2020-10-02 | 2022-04-07 | Google Llc | Systems And Methods For Performing Automatic Label Smoothing Of Augmented Training Data |
| EP4229548A1 (en) | 2020-10-16 | 2023-08-23 | Koninklijke Philips N.V. | Sequential out of distribution detection for medical imaging |
| 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 |
| US20240040404A1 (en) * | 2021-02-24 | 2024-02-01 | Qualcomm Incorporated | Out-of-distribution detection and reporting for machine learning model deployment |
| CN113221659B (zh) * | 2021-04-13 | 2022-12-23 | 天津大学 | 一种基于不确定感知网络的双光车辆检测方法及装置 |
| US12536250B2 (en) | 2021-04-30 | 2026-01-27 | Sony Group Corporation | Electronic device and method for smoke level estimation |
| CN113392890B (zh) * | 2021-06-08 | 2024-10-15 | 南京大学 | 一种基于数据增强的分布外异常样本检测方法 |
| CN113313185B (zh) * | 2021-06-09 | 2024-01-12 | 西北工业大学 | 一种基于自适应空谱特征提取的高光谱图像分类方法 |
| US20250355975A1 (en) * | 2021-06-16 | 2025-11-20 | Microtrace, Llc | Classification using artificial intelligence strategies that reconstruct data using compression and decompression transformations |
| CN117581109A (zh) * | 2021-06-24 | 2024-02-20 | 皇家飞利浦有限公司 | 用于磁共振成像的分布外测试 |
| CN115601287A (zh) * | 2021-07-07 | 2023-01-13 | 上海出版印刷高等专科学校(Cn) | 光谱检测装置 |
| JP2024535985A (ja) | 2021-08-19 | 2024-10-04 | テスラ,インコーポレイテッド | シミュレートコンテンツを用いた視覚に基づくシステムの訓練 |
| US12462575B2 (en) | 2021-08-19 | 2025-11-04 | Tesla, Inc. | Vision-based machine learning model for autonomous driving with adjustable virtual camera |
| JP7168743B1 (ja) * | 2021-09-03 | 2022-11-09 | レーザーテック株式会社 | 画像処理装置および画像処理方法 |
| US20230162382A1 (en) * | 2021-11-23 | 2023-05-25 | Dspace Gmbh | Method and system for determining lidar intensity values, and training method |
| US12372400B2 (en) * | 2021-12-06 | 2025-07-29 | Viavi Solutions Inc. | Optical system |
| CN115310505A (zh) * | 2021-12-10 | 2022-11-08 | 中国电力科学研究院有限公司 | 一种用于互感器二次回路接线端子的自动识别方法及系统 |
| CN114627369B (zh) * | 2022-01-19 | 2024-03-22 | 上海土蜂科技有限公司 | 环境监测系统、方法及其计算机装置 |
| CN114936628B (zh) * | 2022-05-26 | 2026-01-06 | 南方科技大学 | 一种鲁棒的分布外数据检测方法、装置、终端及存储介质 |
| CN114972290B (zh) * | 2022-06-13 | 2024-10-29 | 北京理工大学 | 光谱成像加速方法及装置 |
| AU2023365670A1 (en) * | 2022-10-17 | 2025-05-29 | Monogram Orthopaedics Inc. | Markerless tracking with spectral imaging camera(s) |
| CN115495703B (zh) * | 2022-11-18 | 2023-04-28 | 杭州领见数字农业科技有限公司 | 一种基于机载多光谱数据的烟草成熟度检测方法及系统 |
| CN116342418B (zh) * | 2023-03-20 | 2026-04-10 | 深圳大学 | 图像处理方法、设备及计算机可读存储介质 |
| CN117011244B (zh) * | 2023-07-07 | 2024-03-22 | 中国人民解放军西部战区总医院 | 一种腕部多光谱图像处理方法 |
| CN117409077B (zh) * | 2023-10-18 | 2024-04-05 | 无锡九霄科技有限公司 | 基于多尺度残差UNet分割的芯片姿态检测方法 |
| CN117204796B (zh) * | 2023-11-09 | 2024-02-13 | 哈尔滨海鸿基业科技发展有限公司 | 一种腹腔内窥镜多光谱成像方法及装置 |
| CN117793266B (zh) * | 2023-12-07 | 2025-06-17 | 天津大学 | 一种基于域间隙的图像通用加密方法 |
| CN117437426B (zh) * | 2023-12-21 | 2024-09-10 | 苏州元瞰科技有限公司 | 一种高密度代表性原型指引的半监督语义分割方法 |
| CN118674685B (zh) * | 2024-05-24 | 2025-06-06 | 扬州光辉汽车零部件有限公司 | 一种活销塞孔缺陷检测系统及方法 |
| CN118469865B (zh) * | 2024-07-11 | 2024-10-08 | 四川国创新视超高清视频科技有限公司 | 一种自适应环境透雾增强方法及增强系统 |
| CN118967508B (zh) * | 2024-10-17 | 2024-12-10 | 大连禾圣科技有限公司 | 一种地质测绘遥感影像增强方法 |
| CN119942340B (zh) * | 2025-01-09 | 2025-08-12 | 信宜粤丰环保电力有限公司 | 一种基于机器视觉的垃圾焚烧炉的燃烧优化控制方法及系统 |
| CN119669866B (zh) * | 2025-02-20 | 2025-04-11 | 泉州师范学院 | 一种基于内在参数学习的智能制造异常检测方法 |
| CN119810394B (zh) * | 2025-03-13 | 2025-07-04 | 成都创世汉沙科技有限公司 | 一种基于图像采集设备的数据处理方法及系统 |
| CN120707782B (zh) * | 2025-05-15 | 2026-04-17 | 武汉学院 | 基于ai和图像检测的艺术设计虚拟现实内容同步展示系统 |
| CN120932120B (zh) * | 2025-07-21 | 2026-01-27 | 中国地质科学院地质研究所 | 基于遥感影像的古生物化石产地识别方法及系统 |
| CN121147151B (zh) * | 2025-09-09 | 2026-04-03 | 深圳市正非检测科技有限公司 | 一种建筑幕墙自动检测方法及系统 |
| CN121236538B (zh) * | 2025-12-02 | 2026-02-24 | 陕西维讯创展半导体科技有限公司 | 基于深度学习的实时多光谱图像融合系统 |
| CN121505089B (zh) * | 2026-01-12 | 2026-04-03 | 厦门理工学院 | 基于多光谱像元分解的图像重建方法、装置、设备及介质 |
| CN121501920A (zh) * | 2026-01-14 | 2026-02-10 | 国网安徽省电力有限公司经济技术研究院 | 一种配电网稀缺缺陷样本库的动态构建与关联存储方法 |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080292194A1 (en) * | 2005-04-27 | 2008-11-27 | Mark Schmidt | Method and System for Automatic Detection and Segmentation of Tumors and Associated Edema (Swelling) in Magnetic Resonance (Mri) Images |
| US20100027865A1 (en) * | 2008-08-01 | 2010-02-04 | Siemens Corporate Research, Inc. | Method and System for Brain Tumor Segmentation in 3D Magnetic Resonance Images |
| JP2018502677A (ja) * | 2014-10-29 | 2018-02-01 | スペクトラル エムディー, インコーポレイテッドSpectral Md, Inc. | 組織分類用の反射モードマルチスペクトル−時間分解型光学イメージング方法および装置 |
| JP2018516703A (ja) * | 2015-06-12 | 2018-06-28 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | がん組織を同定するシステム及び方法 |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5413477A (en) * | 1992-10-16 | 1995-05-09 | Gas Research Institute | Staged air, low NOX burner with internal recuperative flue gas recirculation |
| JP2013544588A (ja) * | 2010-11-03 | 2013-12-19 | ユニバーシティ オブ ワシントン スルー イッツ センター フォー コマーシャライゼーション | invivoにおける組織酸素化の判定 |
| US8761476B2 (en) * | 2011-11-09 | 2014-06-24 | The Johns Hopkins University | Hyperspectral imaging for detection of skin related conditions |
| WO2019116496A1 (ja) * | 2017-12-14 | 2019-06-20 | 日本電気株式会社 | 学習装置、学習方法、および記憶媒体 |
-
2019
- 2019-07-31 US US17/263,858 patent/US20220012874A1/en not_active Abandoned
- 2019-07-31 WO PCT/EP2019/070669 patent/WO2020025696A1/en not_active Ceased
- 2019-07-31 JP JP2021505298A patent/JP2021532881A/ja active Pending
- 2019-07-31 EP EP19744742.8A patent/EP3830790A1/en not_active Withdrawn
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20080292194A1 (en) * | 2005-04-27 | 2008-11-27 | Mark Schmidt | Method and System for Automatic Detection and Segmentation of Tumors and Associated Edema (Swelling) in Magnetic Resonance (Mri) Images |
| US20100027865A1 (en) * | 2008-08-01 | 2010-02-04 | Siemens Corporate Research, Inc. | Method and System for Brain Tumor Segmentation in 3D Magnetic Resonance Images |
| JP2018502677A (ja) * | 2014-10-29 | 2018-02-01 | スペクトラル エムディー, インコーポレイテッドSpectral Md, Inc. | 組織分類用の反射モードマルチスペクトル−時間分解型光学イメージング方法および装置 |
| JP2018516703A (ja) * | 2015-06-12 | 2018-06-28 | コーニンクレッカ フィリップス エヌ ヴェKoninklijke Philips N.V. | がん組織を同定するシステム及び方法 |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7195467B1 (ja) | 2022-02-28 | 2022-12-23 | 株式会社エクサウィザーズ | 学習モデルの生成方法、学習用データの生成方法、コンピュータプログラム及び情報処理装置 |
| JP2023125832A (ja) * | 2022-02-28 | 2023-09-07 | 株式会社エクサウィザーズ | 学習モデルの生成方法、学習用データの生成方法、コンピュータプログラム及び情報処理装置 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20220012874A1 (en) | 2022-01-13 |
| EP3830790A1 (en) | 2021-06-09 |
| WO2020025696A1 (en) | 2020-02-06 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP2021532881A (ja) | マルチスペクトル情報を用いた拡張画像化のための方法およびシステム | |
| JP2021532891A (ja) | マルチスペクトル情報を用いた観血的治療における拡張画像化のための方法およびシステム | |
| JP7229996B2 (ja) | 流れを視覚化するための機械学習を使用したスペックルコントラスト分析 | |
| CN112700390B (zh) | 一种基于机器学习的白内障oct图像修复方法及系统 | |
| US11141044B2 (en) | Method and apparatus for estimating the value of a physical parameter in a biological tissue | |
| US20220125280A1 (en) | Apparatuses and methods involving multi-modal imaging of a sample | |
| US20240127446A1 (en) | Semi-supervised fundus image quality assessment method using ir tracking | |
| CN113574542A (zh) | 宽场自发荧光图像中患有年龄相关性黄斑变性的患者中地理萎缩模式分割与分类 | |
| JP7332463B2 (ja) | 制御装置、光干渉断層撮影装置、光干渉断層撮影装置の制御方法、及びプログラム | |
| WO2021229684A1 (ja) | 画像処理システム、内視鏡システム、画像処理方法及び学習方法 | |
| WO2017020045A1 (en) | System and methods for malarial retinopathy screening | |
| US20240412355A1 (en) | Systems and methods for perfusion quantification | |
| Jahnavi et al. | Segmentation of medical images using U-Net++ | |
| Ali et al. | Surgical hyperspectral imaging: a systematic review | |
| Li et al. | SFNet: Spatial and Frequency Domain Networks for Wide‐Field OCT Angiography Retinal Vessel Segmentation | |
| Tanya et al. | Hyperspectral imaging in brain tumor detection using machine learning | |
| Meyer-Veit et al. | Hyperspectral endoscopy using deep learning for laryngeal cancer segmentation | |
| US12586195B2 (en) | Ophthalmic information processing apparatus, ophthalmic apparatus, ophthalmic information processing method, and recording medium | |
| Mangrulkar | Retinal image classification technique for diabetes identification | |
| Laaksonen | Spectral retinal image processing and analysis for ophthalmology | |
| Strumane et al. | Real-time hyperspectral imaging for non-invasive monitoring of tissue ischemia | |
| Raja et al. | DeepVasNet: Retinal Vasculature and FAZ Segmentation in OCTA with EfficientNet-Enhanced U-Net | |
| Nguyen | Heart rates estimation using rPPG methods in challenging imaging conditions | |
| Ayala | Translational Functional Imaging in Surgery Enabled by Deep Learning | |
| US20250186158A1 (en) | Surgical Microscope System and System, Method and Computer Program for a Surgical Microscope System |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20220728 |
|
| A621 | Written request for application examination |
Free format text: JAPANESE INTERMEDIATE CODE: A621 Effective date: 20220728 |
|
| A977 | Report on retrieval |
Free format text: JAPANESE INTERMEDIATE CODE: A971007 Effective date: 20230329 |
|
| A131 | Notification of reasons for refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A131 Effective date: 20230414 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20230711 |
|
| A601 | Written request for extension of time |
Free format text: JAPANESE INTERMEDIATE CODE: A601 Effective date: 20230914 |
|
| A521 | Request for written amendment filed |
Free format text: JAPANESE INTERMEDIATE CODE: A523 Effective date: 20231012 |
|
| A02 | Decision of refusal |
Free format text: JAPANESE INTERMEDIATE CODE: A02 Effective date: 20231226 |