CN107851303B - 组织病理学图像的配准方法和装置 - Google Patents
组织病理学图像的配准方法和装置 Download PDFInfo
- Publication number
- CN107851303B CN107851303B CN201680042084.2A CN201680042084A CN107851303B CN 107851303 B CN107851303 B CN 107851303B CN 201680042084 A CN201680042084 A CN 201680042084A CN 107851303 B CN107851303 B CN 107851303B
- Authority
- CN
- China
- Prior art keywords
- image
- transformation
- objects
- cross
- registration
- 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
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/14—Transformations for image registration, e.g. adjusting or mapping for alignment of images
-
- 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
- G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
-
- 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
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Image Processing (AREA)
- Image Analysis (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Magnetic Resonance Imaging Apparatus (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP15177346 | 2015-07-17 | ||
| EP15177346.2 | 2015-07-17 | ||
| PCT/EP2016/067000 WO2017013045A1 (en) | 2015-07-17 | 2016-07-16 | Registration of histopathology images |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107851303A CN107851303A (zh) | 2018-03-27 |
| CN107851303B true CN107851303B (zh) | 2023-03-14 |
Family
ID=53724018
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201680042084.2A Active CN107851303B (zh) | 2015-07-17 | 2016-07-16 | 组织病理学图像的配准方法和装置 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US10885605B2 (enExample) |
| EP (1) | EP3326149B1 (enExample) |
| JP (1) | JP6873099B2 (enExample) |
| CN (1) | CN107851303B (enExample) |
| RU (1) | RU2734791C2 (enExample) |
| WO (1) | WO2017013045A1 (enExample) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10972672B2 (en) * | 2017-06-05 | 2021-04-06 | Samsung Electronics Co., Ltd. | Device having cameras with different focal lengths and a method of implementing cameras with different focal lengths |
| US11620831B2 (en) * | 2020-04-29 | 2023-04-04 | Toyota Research Institute, Inc. | Register sets of low-level features without data association |
| CN116802680A (zh) * | 2020-12-30 | 2023-09-22 | 徕卡生物系统成像股份有限公司 | 用于匹配块组织学样本和切片组织学样本的系统和方法 |
| 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 |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6226418B1 (en) * | 1997-11-07 | 2001-05-01 | Washington University | Rapid convolution based large deformation image matching via landmark and volume imagery |
| CN1890693A (zh) * | 2003-12-08 | 2007-01-03 | 皇家飞利浦电子股份有限公司 | 基于点的自适应弹性图像配准 |
| CN101198981A (zh) * | 2005-06-15 | 2008-06-11 | 皇家飞利浦电子股份有限公司 | 用于比较第一和第二图像的基于模型的弹性图像配准方法 |
| CN101542527A (zh) * | 2006-11-16 | 2009-09-23 | 维斯欧法姆有限公司 | 可组合图像的基于特征的配准 |
| CN103202705A (zh) * | 2012-01-12 | 2013-07-17 | 株式会社东芝 | 医用图像处理装置及医用图像处理方法 |
| CN103325085A (zh) * | 2012-03-02 | 2013-09-25 | 索尼公司 | 自动图像对齐 |
Family Cites Families (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6269565B1 (en) * | 1994-11-28 | 2001-08-07 | Smartlight Ltd. | Display device |
| US6408107B1 (en) * | 1996-07-10 | 2002-06-18 | Michael I. Miller | Rapid convolution based large deformation image matching via landmark and volume imagery |
| US6611615B1 (en) | 1999-06-25 | 2003-08-26 | University Of Iowa Research Foundation | Method and apparatus for generating consistent image registration |
| US7136081B2 (en) * | 2001-05-25 | 2006-11-14 | Nvidia Corporation | System and method of line sampling object scene information |
| JP4250408B2 (ja) * | 2002-11-29 | 2009-04-08 | キヤノン株式会社 | 画像供給デバイス、記録装置及び記録システムとその制御方法 |
| US7372985B2 (en) | 2003-08-15 | 2008-05-13 | Massachusetts Institute Of Technology | Systems and methods for volumetric tissue scanning microscopy |
| TWI268148B (en) * | 2004-11-25 | 2006-12-11 | Univ Chung Yuan Christian | Image analysis method for vertebral disease which comprises 3D reconstruction method and characteristic identification method of unaligned transversal slices |
| US8155466B2 (en) | 2008-03-11 | 2012-04-10 | General Electric Company | Methods and apparatus for reducing noise in images |
| US8194936B2 (en) | 2008-04-25 | 2012-06-05 | University Of Iowa Research Foundation | Optimal registration of multiple deformed images using a physical model of the imaging distortion |
| US8244008B2 (en) * | 2008-07-21 | 2012-08-14 | International Business Machines Corporation | Methods involving optimizing and mapping images |
| US8218906B2 (en) | 2008-08-20 | 2012-07-10 | Hankuk University Of Foreign Studies Research And Industry-University Cooperation Foundation | Image registration evaluation |
| CN101350101B (zh) * | 2008-09-09 | 2011-12-07 | 北京航空航天大学 | 多幅深度图像自动配准方法 |
| JP5246201B2 (ja) * | 2010-04-12 | 2013-07-24 | 富士ゼロックス株式会社 | 画像処理装置及び画像処理プログラム |
| US8582846B2 (en) | 2010-06-18 | 2013-11-12 | Siemens Aktiengesellschaft | Method and system for validating image registration |
| US20150293026A1 (en) | 2010-10-15 | 2015-10-15 | Dong-Guk Shin | Automated system for tissue histomorphometry |
| JP5685928B2 (ja) | 2010-12-24 | 2015-03-18 | ソニー株式会社 | 情報処理装置、画像データ最適化方法、プログラム |
| JP2013113818A (ja) * | 2011-11-30 | 2013-06-10 | Olympus Corp | 画像処理装置、顕微鏡システム、画像処理方法、及び画像処理プログラム |
| US9740912B2 (en) | 2011-12-20 | 2017-08-22 | Definiens Ag | Evaluation of co-registered images of differently stained tissue slices |
| US8755633B2 (en) | 2012-03-14 | 2014-06-17 | Sony Corporation | Automated synchronized navigation system for digital pathology imaging |
| RU2014137125A (ru) | 2012-03-30 | 2016-05-27 | Клариент Дайагностик Сервисез, Инк. | Способы формирования изображения биологического образца |
| US20130305138A1 (en) * | 2012-05-14 | 2013-11-14 | Pacsthology Ltd. | Systems and methods for acquiring and transmitting high-resolution pathology images |
| GB2515485B (en) | 2013-06-24 | 2017-08-23 | Mirada Medical Ltd | Method and apparatus for generating image alignment data |
-
2016
- 2016-07-16 RU RU2018105873A patent/RU2734791C2/ru active
- 2016-07-16 US US15/744,896 patent/US10885605B2/en active Active
- 2016-07-16 WO PCT/EP2016/067000 patent/WO2017013045A1/en not_active Ceased
- 2016-07-16 EP EP16751489.2A patent/EP3326149B1/en active Active
- 2016-07-16 CN CN201680042084.2A patent/CN107851303B/zh active Active
- 2016-07-16 JP JP2018501927A patent/JP6873099B2/ja active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6226418B1 (en) * | 1997-11-07 | 2001-05-01 | Washington University | Rapid convolution based large deformation image matching via landmark and volume imagery |
| CN1890693A (zh) * | 2003-12-08 | 2007-01-03 | 皇家飞利浦电子股份有限公司 | 基于点的自适应弹性图像配准 |
| CN101198981A (zh) * | 2005-06-15 | 2008-06-11 | 皇家飞利浦电子股份有限公司 | 用于比较第一和第二图像的基于模型的弹性图像配准方法 |
| CN101542527A (zh) * | 2006-11-16 | 2009-09-23 | 维斯欧法姆有限公司 | 可组合图像的基于特征的配准 |
| CN103202705A (zh) * | 2012-01-12 | 2013-07-17 | 株式会社东芝 | 医用图像处理装置及医用图像处理方法 |
| CN103325085A (zh) * | 2012-03-02 | 2013-09-25 | 索尼公司 | 自动图像对齐 |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107851303A (zh) | 2018-03-27 |
| US10885605B2 (en) | 2021-01-05 |
| RU2018105873A (ru) | 2019-08-19 |
| RU2018105873A3 (enExample) | 2020-01-27 |
| US20180211360A1 (en) | 2018-07-26 |
| JP6873099B2 (ja) | 2021-05-19 |
| EP3326149B1 (en) | 2025-01-22 |
| EP3326149A1 (en) | 2018-05-30 |
| WO2017013045A1 (en) | 2017-01-26 |
| JP2018529145A (ja) | 2018-10-04 |
| RU2734791C2 (ru) | 2020-10-23 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| JP7525496B2 (ja) | 組織画像の人工知能セグメンテーション | |
| JP5744177B2 (ja) | 画像中の物体をセグメンテーションする方法 | |
| JP6660313B2 (ja) | 画像解析を用いた核のエッジの検出 | |
| US20210390278A1 (en) | System for co-registration of medical images using a classifier | |
| US11538261B2 (en) | Systems and methods for automated cell segmentation and labeling in immunofluorescence microscopy | |
| Cheng et al. | A novel computational approach for automatic dendrite spines detection in two-photon laser scan microscopy | |
| CN107851303B (zh) | 组织病理学图像的配准方法和装置 | |
| JP2013524361A5 (enExample) | ||
| CN109074645B (zh) | 用于ihc图像分析的空间索引创建 | |
| WO2005008569A1 (en) | Method and arrangement for determining an object contour | |
| CN107644425B (zh) | 目标图像选取方法、装置、计算机设备及存储介质 | |
| CN112348059A (zh) | 基于深度学习的多种染色病理图像分类方法及系统 | |
| CN112840375A (zh) | 使用图形分析显微数据的系统 | |
| CN113034528A (zh) | 基于影像组学的靶区及危及器官勾画轮廓准确性检验方法 | |
| WO2005062255A1 (en) | Toboggan-based shape characterization | |
| US10943350B2 (en) | Automated segmentation of histological sections for vasculature quantification | |
| Indhumathi et al. | An automatic segmentation algorithm for 3D cell cluster splitting using volumetric confocal images | |
| CN111951271B (zh) | 一种识别病理图像中癌细胞的方法及装置 | |
| Singh et al. | Image segmentation for automatic particle identification in electron micrographs based on hidden Markov random field models and expectation maximization | |
| You et al. | Automated cell individualization and counting in cerebral microscopic images | |
| Yuan et al. | Application of an anisotropic diffusion based preprocessing filtering algorithm for high resolution remote sensing image segmentation | |
| Qian et al. | Coarse-to-fine particle segmentation in microscopic urinary images | |
| CN113421270B (zh) | 基于单中心标定数据实现医学图像域自适应分割的方法、系统、装置、处理器及其存储介质 | |
| Khryashchev et al. | Histological Images Segmentation by Convolutional Neural Network with Morphological Post-filtration | |
| He et al. | A new interactive segmentation scheme based on fuzzy affinity and live-wire |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |