CN104881863B - 用于分析处理监视数据的方法、系统和机器可读媒体介质 - Google Patents

用于分析处理监视数据的方法、系统和机器可读媒体介质 Download PDF

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Publication number
CN104881863B
CN104881863B CN201510172277.7A CN201510172277A CN104881863B CN 104881863 B CN104881863 B CN 104881863B CN 201510172277 A CN201510172277 A CN 201510172277A CN 104881863 B CN104881863 B CN 104881863B
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CN
China
Prior art keywords
measurement
sequence
image
monitoring
subset
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.)
Expired - Fee Related
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CN201510172277.7A
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English (en)
Chinese (zh)
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CN104881863A (zh
Inventor
T·瓦格曼
J·E·阿贝拉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hai Kesikang Measures (israel) Co Ltd
Original Assignee
Hai Kesikang Measures (israel) Co Ltd
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Publication of CN104881863A publication Critical patent/CN104881863A/zh
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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
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01B—MEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B21/00—Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant
    • G01B21/02—Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant for measuring length, width, or thickness
    • G01B21/04—Measuring arrangements or details thereof, where the measuring technique is not covered by the other groups of this subclass, unspecified or not relevant for measuring length, width, or thickness by measuring coordinates of points
    • G01B21/047—Accessories, e.g. for positioning, for tool-setting, for measuring probes
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/88—Investigating the presence of flaws or contamination
    • G01N21/8803—Visual inspection
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/88—Investigating the presence of flaws or contamination
    • G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
    • 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—Program-control systems
    • G05B19/02—Program-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
    • 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
    • G06T7/60—Analysis of geometric attributes
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00—Features of devices classified in G01N21/00
    • G01N2201/06—Illumination; Optics
    • G01N2201/061—Sources
    • G01N2201/06113—Coherent sources; lasers
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00—Features of devices classified in G01N21/00
    • G01N2201/10—Scanning
    • G01N2201/102—Video camera
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00—Features of devices classified in G01N21/00
    • G01N2201/12—Circuits of general importance; Signal processing
    • 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
    • G06T2207/10016—Video; Image sequence
    • 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]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Theoretical Computer Science (AREA)
  • Pathology (AREA)
  • Biochemistry (AREA)
  • Immunology (AREA)
  • General Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • General Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Geometry (AREA)
  • Image Analysis (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
  • Image Processing (AREA)
CN201510172277.7A 2014-02-28 2015-02-12 用于分析处理监视数据的方法、系统和机器可读媒体介质 Expired - Fee Related CN104881863B (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
EP14157229.7A EP2913148B8 (en) 2014-02-28 2014-02-28 Method and system for analyzing process monitoring data
EP14157229.7 2014-02-28

Publications (2)

Publication Number Publication Date
CN104881863A CN104881863A (zh) 2015-09-02
CN104881863B true CN104881863B (zh) 2019-04-30

Family

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CN201510172277.7A Expired - Fee Related CN104881863B (zh) 2014-02-28 2015-02-12 用于分析处理监视数据的方法、系统和机器可读媒体介质

Country Status (5)

Country Link
US (1) US9582870B2 (enExample)
EP (1) EP2913148B8 (enExample)
CN (1) CN104881863B (enExample)
BR (1) BR102015004272A2 (enExample)
IN (1) IN2015DE00209A (enExample)

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CN105849731B (zh) * 2013-11-06 2019-09-17 海克斯康计量(以色列)有限公司 分析空间测量数据的方法和测量系统、计算机可读介质
JP6628539B2 (ja) * 2015-10-06 2020-01-08 株式会社日立製作所 生産計画指示装置、生産計画指示システム、及び生産計画指示方法
US20170228440A1 (en) * 2016-02-10 2017-08-10 Virdree BURNS Method of facilitating pattern recognition through organizing data based on their sequencing relationship
US10666909B2 (en) 2016-06-29 2020-05-26 Intel Corporation Methods and apparatus to perform remote monitoring
US10783397B2 (en) 2016-06-29 2020-09-22 Intel Corporation Network edge device with image thresholding
EP3339801B1 (en) * 2016-12-20 2021-11-24 Hexagon Technology Center GmbH Self-monitoring manufacturing system, production monitoring unit and use of production monitoring unit
EP3364374B1 (en) * 2017-02-20 2026-08-19 Hexagon Innovation Hub GmbH Method for visualizing three-dimensional data
GB201708730D0 (en) 2017-06-01 2017-07-19 Renishaw Plc Production and measurement of work workpieces
EP3459713A1 (en) * 2017-09-26 2019-03-27 Siemens Aktiengesellschaft Method for computer-aided processing of quality information of an object and a respective assistance apparatus
EP3467430B1 (en) * 2017-10-06 2023-02-15 Bayerische Motoren Werke Aktiengesellschaft Method and system for optically scanning and measuring objects
JP7025266B2 (ja) * 2018-03-29 2022-02-24 パナソニック デバイスＳｕｎｘ株式会社 画像検査システム
CN109003326B (zh) * 2018-06-05 2021-07-23 湖北亿咖通科技有限公司 一种基于虚拟世界的虚拟激光雷达数据生成方法
FR3090088B1 (fr) * 2018-12-12 2021-06-18 Saint Gobain Procédé de mesure des écarts géométriques entre les surfaces incurvées d'une pluralité de matériaux à évaluer et une surface incurvée d’un matériau de référence
CN117651977A (zh) * 2021-07-14 2024-03-05 西门子股份公司 用于调试基于人工智能的检验系统的方法和装置
CN118786463B (zh) * 2022-03-23 2025-08-22 三菱电机株式会社 记录介质、显示数据生成装置及显示数据生成方法
EP4290322B1 (en) * 2022-06-07 2026-04-01 Dassault Systèmes Inference of emerging problems in product manufacturing
CN116447972B (zh) * 2023-03-28 2026-01-23 一汽丰田汽车有限公司 一种整车零部件的尺寸参数检测方法、装置和存储介质
CN118706838B (zh) * 2024-02-18 2025-12-05 宁德时代新能源科技股份有限公司 产品质量检测设备的检测方法、装置和电子设备

Citations (3)

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US5105183A (en) * 1989-04-27 1992-04-14 Digital Equipment Corporation System for displaying video from a plurality of sources on a display
CN1466678A (zh) * 2001-08-31 2004-01-07 ���µ繤��ʽ���� 图像处理与检验系统
EP2535781A1 (en) * 2011-06-17 2012-12-19 ABB Research Ltd. Collecting data in an industrial plant

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DE19544240A1 (de) 1994-12-01 1996-06-05 Volkswagen Ag Verfahren und Vorrichtung zur Ermittlung der räumlichen Koordinaten von Objektpunkten und Verfahren zur Herstellung einer Karosserie
JP3295733B2 (ja) * 1996-11-14 2002-06-24 松下電工株式会社 制御動作の解析方法及びこれを用いた解析装置
DE602004019537D1 (de) * 2003-07-24 2009-04-02 Cognitens Ltd System und verfahren zur überwachung und visualisierung der ausgabe eines produktionsprozesses
EP1766364B1 (en) * 2004-06-09 2018-12-19 Cognex Technology and Investment Corporation Method and apparatus for visual detection and inspection of objects
US9052294B2 (en) * 2006-05-31 2015-06-09 The Boeing Company Method and system for two-dimensional and three-dimensional inspection of a workpiece
EP2700570A1 (en) 2012-08-20 2014-02-26 Hexagon Metrology S.p.A. Mechanical positioning device and method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5105183A (en) * 1989-04-27 1992-04-14 Digital Equipment Corporation System for displaying video from a plurality of sources on a display
CN1466678A (zh) * 2001-08-31 2004-01-07 ���µ繤��ʽ���� 图像处理与检验系统
EP2535781A1 (en) * 2011-06-17 2012-12-19 ABB Research Ltd. Collecting data in an industrial plant

Also Published As

Publication number Publication date
EP2913148B1 (en) 2020-02-12
CN104881863A (zh) 2015-09-02
EP2913148B8 (en) 2020-03-25
IN2015DE00209A (enExample) 2015-09-04
US9582870B2 (en) 2017-02-28
BR102015004272A2 (pt) 2015-12-22
US20150248755A1 (en) 2015-09-03
EP2913148A1 (en) 2015-09-02

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