CN112837266A - 自动检查 - Google Patents
自动检查 Download PDFInfo
- Publication number
- CN112837266A CN112837266A CN202110016463.7A CN202110016463A CN112837266A CN 112837266 A CN112837266 A CN 112837266A CN 202110016463 A CN202110016463 A CN 202110016463A CN 112837266 A CN112837266 A CN 112837266A
- Authority
- CN
- China
- Prior art keywords
- inspection
- images
- parameters
- implementations
- model
- 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
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Classifications
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- 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
- G06T7/0004—Industrial image inspection
- G06T7/001—Industrial image inspection using an image reference approach
-
- 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
- G06T7/0004—Industrial image inspection
- G06T7/0006—Industrial image inspection using a design-rule based approach
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/41875—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by quality surveillance of production
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/70—Determining position or orientation of objects or cameras
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/35—Nc in input of data, input till input file format
- G05B2219/35012—Cad cam
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/45—Nc applications
- G05B2219/45066—Inspection robot
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/24—Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
-
- 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
- G06T2207/30108—Industrial image inspection
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/80—Management or planning
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Quality & Reliability (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Manufacturing & Machinery (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Geometry (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Image Analysis (AREA)
- General Factory Administration (AREA)
- Manipulator (AREA)
- Architecture (AREA)
- Software Systems (AREA)
- Analysing Materials By The Use Of Radiation (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201462083807P | 2014-11-24 | 2014-11-24 | |
| US62/083,807 | 2014-11-24 | ||
| CN201580074364.7A CN107408297B (zh) | 2014-11-24 | 2015-11-24 | 自动检查 |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201580074364.7A Division CN107408297B (zh) | 2014-11-24 | 2015-11-24 | 自动检查 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112837266A true CN112837266A (zh) | 2021-05-25 |
Family
ID=56075093
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201580074364.7A Active CN107408297B (zh) | 2014-11-24 | 2015-11-24 | 自动检查 |
| CN202110016463.7A Pending CN112837266A (zh) | 2014-11-24 | 2015-11-24 | 自动检查 |
Family Applications Before (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201580074364.7A Active CN107408297B (zh) | 2014-11-24 | 2015-11-24 | 自动检查 |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US10916005B2 (enExample) |
| EP (1) | EP3224806B1 (enExample) |
| JP (2) | JP7108247B2 (enExample) |
| CN (2) | CN107408297B (enExample) |
| WO (1) | WO2016083897A2 (enExample) |
Families Citing this family (42)
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| US10916005B2 (en) | 2014-11-24 | 2021-02-09 | Kitov Systems Ltd | Automated inspection |
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| FR3037429B1 (fr) * | 2015-06-15 | 2018-09-07 | Donecle | Systeme et procede d'inspection automatique de surface |
| JP6745156B2 (ja) * | 2016-07-15 | 2020-08-26 | ニッタン株式会社 | 飛行体 |
| US10706530B2 (en) * | 2017-09-11 | 2020-07-07 | International Business Machines Corporation | Object detection |
| US11086315B2 (en) | 2017-10-26 | 2021-08-10 | 2KR Systems, LLC | Building rooftop intelligence gathering, decision-support and snow load removal system for protecting buildings from excessive snow load conditions, and automated methods for carrying out the same |
| US10969521B2 (en) | 2017-10-26 | 2021-04-06 | 2KR Systems, LLC | Flexible networked array for measuring snow water equivalent (SWE) and system network for providing environmental monitoring services using the same |
| IL257256A (en) | 2018-01-30 | 2018-03-29 | HYATT Yonatan | System and method for establishing production line tests |
| EP3740948B1 (en) * | 2018-01-15 | 2025-09-03 | Kitov Systems Ltd. | Automated inspection and part enrollment |
| WO2019139172A1 (ja) * | 2018-01-15 | 2019-07-18 | 本郷飛行機株式会社 | 情報処理システム |
| JP6917925B2 (ja) * | 2018-03-12 | 2021-08-11 | 株式会社日立製作所 | Cadデータ検査システム |
| US11087446B2 (en) * | 2018-03-25 | 2021-08-10 | Matthew Henry Ranson | Automated arthropod detection system |
| CN108764029A (zh) * | 2018-04-16 | 2018-11-06 | 南京维拓科技股份有限公司 | 模型智能检查方法 |
| US11049052B2 (en) | 2018-05-02 | 2021-06-29 | International Business Machines Corporation | Automated managing of a data center installation |
| CN109000559B (zh) * | 2018-06-11 | 2020-09-11 | 广东工业大学 | 一种物体体积的测量方法、装置、系统和可读存储介质 |
| EP3807730B1 (en) * | 2018-06-14 | 2025-11-12 | Gestamp Servicios, S.A. | Quality monitoring of industrial processes |
| IL263399B (en) * | 2018-11-29 | 2022-09-01 | Inspekto A M V Ltd | Centralized analyzes of multiple devices for visual inspection of a production line |
| US11682113B2 (en) | 2018-11-29 | 2023-06-20 | Inspekto A.M.V. Ltd. | Multi-camera visual inspection appliance and method of use |
| WO2020110129A1 (en) * | 2018-11-29 | 2020-06-04 | Inspekto A.M.V Ltd | Centralized analytics of multiple visual inspection appliances |
| JP7221038B2 (ja) * | 2018-12-10 | 2023-02-13 | 大和ハウス工業株式会社 | 留め付け検査システムおよび留め付け検査方法 |
| US10670539B1 (en) * | 2018-12-11 | 2020-06-02 | General Electric Company | Coating quality inspection system and method |
| US10964015B2 (en) * | 2019-01-15 | 2021-03-30 | International Business Machines Corporation | Product defect detection |
| US11210770B2 (en) * | 2019-03-15 | 2021-12-28 | Hitachi, Ltd. | AI-based inspection in transportation |
| US12288390B2 (en) | 2019-08-12 | 2025-04-29 | Qc Hero, Inc. | System and method of object detection using AI deep learning models |
| TWI802374B (zh) * | 2019-11-07 | 2023-05-11 | 美商奈米創尼克影像公司 | 用於校正製造程序之系統、方法及非暫態電腦可讀媒體 |
| JP7525266B2 (ja) * | 2020-02-14 | 2024-07-30 | 株式会社日立製作所 | 検査システム及び検査方法 |
| WO2021171287A1 (en) * | 2020-02-24 | 2021-09-02 | Saccade Vision Ltd. | System and method for controlling automatic inspection of articles |
| US11162770B2 (en) * | 2020-02-27 | 2021-11-02 | Proto Labs, Inc. | Methods and systems for an in-line automated inspection of a mechanical part |
| US12131459B2 (en) * | 2021-06-07 | 2024-10-29 | Elementary Robotics, Inc. | Machine-learning based continuous camera image triggering for quality assurance inspection processes |
| DE102020209509A1 (de) * | 2020-07-28 | 2022-02-03 | Sivantos Pte. Ltd. | Verfahren zur Fehlererkennung bei einem Hörgerät sowie System |
| JP2023542609A (ja) * | 2020-08-05 | 2023-10-11 | キトフ システムズ リミテッド | コンポーネント間の検査要件の設計符号化 |
| US11410417B2 (en) * | 2020-08-17 | 2022-08-09 | Google Llc | Modular system for automatic hard disk processing and verification |
| IL301729A (en) * | 2020-09-29 | 2023-05-01 | Kitov Systems Ltd | Semantic segmentation of inspection targets |
| US11625821B2 (en) * | 2020-10-14 | 2023-04-11 | Baker Hughes Oilfield Operations Llc | Automated inspection-plan based detection |
| US11782167B2 (en) | 2020-11-03 | 2023-10-10 | 2KR Systems, LLC | Methods of and systems, networks and devices for remotely detecting and monitoring the displacement, deflection and/or distortion of stationary and mobile systems using GNSS-based technologies |
| CN112419299B (zh) * | 2020-12-04 | 2024-01-19 | 中冶建筑研究总院(深圳)有限公司 | 一种螺栓缺失检测方法、装置、设备及存储介质 |
| DE102021208648A1 (de) * | 2021-08-09 | 2023-02-09 | Robert Bosch Gesellschaft mit beschränkter Haftung | Prüfverfahren zur Prozessqualitätsüberprüfung und Prüfvorrichtung |
| US20240386541A1 (en) * | 2021-09-23 | 2024-11-21 | Kitov Systems Ltd | Self-integrating inspection line system |
| US12482085B2 (en) | 2021-11-15 | 2025-11-25 | Advanced Vision Technology (A.V.T.) Ltd. | Method and process for automated auditing of inline quality inspection |
| JP7734604B2 (ja) * | 2022-02-04 | 2025-09-05 | 三菱電機株式会社 | 外観検査支援装置、外観検査支援方法、及び外観検査支援プログラム |
| US12269224B2 (en) | 2022-06-24 | 2025-04-08 | The Boeing Company | Systems for forming composite parts, methods of forming composite parts, and methods of precisely performing a plurality of operations on a composite part |
| WO2025195902A1 (en) | 2024-03-20 | 2025-09-25 | Lem Surgical Ag | Methods and apparatus for validation and modeling of robotic surgical tools |
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| US20140050389A1 (en) * | 2012-08-14 | 2014-02-20 | Kla-Tencor Corporation | Automated Inspection Scenario Generation |
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-
2015
- 2015-11-24 US US15/528,833 patent/US10916005B2/en active Active
- 2015-11-24 WO PCT/IB2015/002414 patent/WO2016083897A2/en not_active Ceased
- 2015-11-24 CN CN201580074364.7A patent/CN107408297B/zh active Active
- 2015-11-24 EP EP15863436.0A patent/EP3224806B1/en active Active
- 2015-11-24 JP JP2017546056A patent/JP7108247B2/ja active Active
- 2015-11-24 CN CN202110016463.7A patent/CN112837266A/zh active Pending
-
2021
- 2021-02-08 US US17/169,705 patent/US20210166364A1/en active Pending
-
2022
- 2022-02-04 JP JP2022016562A patent/JP7550462B2/ja active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6324298B1 (en) * | 1998-07-15 | 2001-11-27 | August Technology Corp. | Automated wafer defect inspection system and a process of performing such inspection |
| CN1440543A (zh) * | 2000-06-28 | 2003-09-03 | 泰拉丁公司 | 使用检查系统的图像处理系统 |
| WO2002088688A1 (en) * | 2001-05-02 | 2002-11-07 | Teradyne, Inc. | Inspection system using dynamically obtained values and related techniques |
| US20080281548A1 (en) * | 2005-08-26 | 2008-11-13 | Camtek Ltd | Method and System for Automatic Defect Detection of Articles in Visual Inspection Machines |
| US20140050389A1 (en) * | 2012-08-14 | 2014-02-20 | Kla-Tencor Corporation | Automated Inspection Scenario Generation |
Also Published As
| Publication number | Publication date |
|---|---|
| US20210166364A1 (en) | 2021-06-03 |
| JP7108247B2 (ja) | 2022-07-28 |
| WO2016083897A3 (en) | 2016-08-18 |
| US10916005B2 (en) | 2021-02-09 |
| EP3224806A4 (en) | 2018-07-18 |
| WO2016083897A2 (en) | 2016-06-02 |
| EP3224806B1 (en) | 2024-06-05 |
| JP2018506127A (ja) | 2018-03-01 |
| JP7550462B2 (ja) | 2024-09-13 |
| JP2022078043A (ja) | 2022-05-24 |
| CN107408297A (zh) | 2017-11-28 |
| CN107408297B (zh) | 2021-02-02 |
| EP3224806A2 (en) | 2017-10-04 |
| US20190213724A1 (en) | 2019-07-11 |
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