JP6694362B2 - 画像検査方法及び装置、プログラム並びに画像記録システム - Google Patents

画像検査方法及び装置、プログラム並びに画像記録システム Download PDF

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Publication number
JP6694362B2
JP6694362B2 JP2016193973A JP2016193973A JP6694362B2 JP 6694362 B2 JP6694362 B2 JP 6694362B2 JP 2016193973 A JP2016193973 A JP 2016193973A JP 2016193973 A JP2016193973 A JP 2016193973A JP 6694362 B2 JP6694362 B2 JP 6694362B2
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Prior art keywords
image
defect
compensation
inspection
defect detection
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Japanese (ja)
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JP2018054560A5 (enExample
JP2018054560A (ja
Inventor
正之 浮島
正之 浮島
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Fujifilm Corp
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Fujifilm Corp
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Priority to JP2016193973A priority Critical patent/JP6694362B2/ja
Priority to EP17193402.9A priority patent/EP3300907B1/en
Priority to US15/717,947 priority patent/US10311561B2/en
Publication of JP2018054560A publication Critical patent/JP2018054560A/ja
Publication of JP2018054560A5 publication Critical patent/JP2018054560A5/ja
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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
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
    • B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
    • B41J2/01—Ink jet
    • B41J2/135—Nozzles
    • B41J2/145—Arrangement thereof
    • B41J2/155—Arrangement thereof for line printing
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
    • B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
    • B41J2/01—Ink jet
    • B41J2/21—Ink jet for multi-colour printing
    • B41J2/2132—Print quality control characterised by dot disposition, e.g. for reducing white stripes or banding
    • B41J2/2139—Compensation for malfunctioning nozzles creating dot place or dot size errors
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
    • B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
    • B41J2/01—Ink jet
    • B41J2/21—Ink jet for multi-colour printing
    • B41J2/2132—Print quality control characterised by dot disposition, e.g. for reducing white stripes or banding
    • B41J2/2146—Print quality control characterised by dot disposition, e.g. for reducing white stripes or banding for line print heads
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/97—Determining parameters from multiple pictures
    • 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
    • G06V10/751—Comparing pixel values or logical combinations thereof, or feature values having positional relevance, e.g. template matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/00002—Diagnosis, testing or measuring; Detecting, analysing or monitoring not otherwise provided for
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/46—Colour picture communication systems
    • H04N1/56—Processing of colour picture signals
    • H04N1/60—Colour correction or control
    • H04N1/603—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer
    • H04N1/6033—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis
    • H04N1/6041—Colour correction or control controlled by characteristics of the picture signal generator or the picture reproducer using test pattern analysis for controlling uniformity of color across image area
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J2/00—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed
    • B41J2/005—Typewriters or selective printing mechanisms characterised by the printing or marking process for which they are designed characterised by bringing liquid or particles selectively into contact with a printing material
    • B41J2/01—Ink jet
    • B41J2/21—Ink jet for multi-colour printing
    • B41J2/2132—Print quality control characterised by dot disposition, e.g. for reducing white stripes or banding
    • B41J2/2142—Detection of malfunctioning nozzles
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B41—PRINTING; LINING MACHINES; TYPEWRITERS; STAMPS
    • B41J—TYPEWRITERS; SELECTIVE PRINTING MECHANISMS, i.e. MECHANISMS PRINTING OTHERWISE THAN FROM A FORME; CORRECTION OF TYPOGRAPHICAL ERRORS
    • B41J29/00—Details of, or accessories for, typewriters or selective printing mechanisms not otherwise provided for
    • B41J29/38—Drives, motors, controls or automatic cut-off devices for the entire printing mechanism
    • B41J29/393—Devices for controlling or analysing the entire machine ; Controlling or analysing mechanical parameters involving printing of test patterns
    • B41J2029/3935—Devices for controlling or analysing the entire machine ; Controlling or analysing mechanical parameters involving printing of test patterns by means of printed test patterns
    • 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
    • G06T2207/10024—Color image
    • 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
    • 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
    • G06T2207/30168—Image quality inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/06—Recognition of objects for industrial automation

Landscapes

  • Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Ink Jet (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
JP2016193973A 2016-09-30 2016-09-30 画像検査方法及び装置、プログラム並びに画像記録システム Active JP6694362B2 (ja)

Priority Applications (3)

Application Number Priority Date Filing Date Title
JP2016193973A JP6694362B2 (ja) 2016-09-30 2016-09-30 画像検査方法及び装置、プログラム並びに画像記録システム
EP17193402.9A EP3300907B1 (en) 2016-09-30 2017-09-27 Image inspection method, image inspection device, program, and image recording system
US15/717,947 US10311561B2 (en) 2016-09-30 2017-09-28 Image inspection method, image inspection device, program, and image recording system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2016193973A JP6694362B2 (ja) 2016-09-30 2016-09-30 画像検査方法及び装置、プログラム並びに画像記録システム

Publications (3)

Publication Number Publication Date
JP2018054560A JP2018054560A (ja) 2018-04-05
JP2018054560A5 JP2018054560A5 (enExample) 2018-11-01
JP6694362B2 true JP6694362B2 (ja) 2020-05-13

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Country Link
US (1) US10311561B2 (enExample)
EP (1) EP3300907B1 (enExample)
JP (1) JP6694362B2 (enExample)

Families Citing this family (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10404868B2 (en) * 2015-07-15 2019-09-03 Hp Indigo B.V. Image defect detection
JP6613214B2 (ja) * 2016-07-29 2019-11-27 富士フイルム株式会社 印刷物検査装置、印刷物検査方法及びプログラム
DE102018201674A1 (de) * 2017-03-15 2018-09-20 Heidelberger Druckmaschinen Ag Missing-Nozzle-Korrektur durch Mehrfachraster
US10643332B2 (en) * 2018-03-29 2020-05-05 Uveye Ltd. Method of vehicle image comparison and system thereof
US10650530B2 (en) * 2018-03-29 2020-05-12 Uveye Ltd. Method of vehicle image comparison and system thereof
JP2019202452A (ja) * 2018-05-22 2019-11-28 東芝テック株式会社 画像形成装置
WO2020079567A1 (en) * 2018-10-15 2020-04-23 3M Innovative Properties Company Automated inspection for sheet parts of arbitrary shape from manufactured film
CN109376781B (zh) * 2018-10-24 2022-05-06 深圳市腾讯网络信息技术有限公司 一种图像识别模型的训练方法、图像识别方法和相关装置
EP3680106B1 (de) 2019-01-11 2023-08-23 Heidelberger Druckmaschinen AG Mn-detektion im druckbild
WO2020179742A1 (ja) * 2019-03-04 2020-09-10 富士フイルム株式会社 検査方法、プログラム、検査装置、及び印刷装置
JP7126477B2 (ja) * 2019-06-17 2022-08-26 富士フイルム株式会社 画像検査方法及び装置、プログラム並びに画像記録システム
JP7225068B2 (ja) * 2019-09-18 2023-02-20 富士フイルム株式会社 印刷物の欠陥検査装置、欠陥検査方法及びプログラム、並びに印刷システム
KR102260730B1 (ko) * 2019-11-29 2021-06-04 한국전자기술연구원 바인더 젯팅 적층 제조 방식을 위한 노즐 막힘 결함 보상 방법
JP7372187B2 (ja) * 2020-03-23 2023-10-31 株式会社Ｓｃｒｅｅｎホールディングス 画像検査装置、印刷装置、および撮像画像の保存処理方法
JP7443925B2 (ja) 2020-05-15 2024-03-06 コニカミノルタ株式会社 画像読取装置、画像読取方法、プログラムおよび画像形成装置
JP7557356B2 (ja) * 2020-12-08 2024-09-27 キヤノン株式会社 画像形成システム
WO2022154787A1 (en) * 2021-01-13 2022-07-21 Hewlett-Packard Development Company, L.P. Image region of interest defect detection
CN113211980B (zh) * 2021-04-21 2022-04-22 华南理工大学 一种用于印刷oled器件的压电控制系统及优化方法
JP7650204B2 (ja) * 2021-07-19 2025-03-24 キヤノン株式会社 画像検査装置および方法、プログラム
CN114998241B (zh) * 2022-05-27 2025-04-01 上海晶岳电子有限公司 一种绝缘栅双极型晶体管功能失效检测方法及系统
CN115760859B (zh) * 2023-01-10 2023-04-25 深圳市链科网络科技有限公司 一种热敏打印机的打印控制方法及装置
US12240252B2 (en) 2023-02-21 2025-03-04 Ricoh Company, Ltd. Automatic tuning compensation mechanism
CN116087554B (zh) * 2023-04-07 2023-06-16 深圳汝原福永智造科技有限公司 风场测试方法和风场测试装置
CN116118363B (zh) * 2023-04-20 2023-07-14 杭州百子尖科技股份有限公司 一种缺陷智能标记方法、装置、系统及存储介质
CN116452827B (zh) * 2023-06-16 2023-08-15 青岛奥维特智能科技有限公司 基于计算机视觉的油墨印刷表面质量检测方法及系统
CN117649391B (zh) * 2023-12-11 2024-05-10 东莞市中钢模具有限公司 基于图像处理的压铸模具缺陷检测方法及系统

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5987161A (en) * 1994-06-30 1999-11-16 Texas Instruments Incorporated Apparatus and method for identifying defective objects
JPH09261497A (ja) * 1996-03-22 1997-10-03 Minolta Co Ltd 画像形成装置
US6061476A (en) * 1997-11-24 2000-05-09 Cognex Corporation Method and apparatus using image subtraction and dynamic thresholding
US6637853B1 (en) * 1999-07-01 2003-10-28 Lexmark International, Inc. Faulty nozzle detection in an ink jet printer by printing test patterns and scanning with a fixed optical sensor
JP4035974B2 (ja) * 2001-09-26 2008-01-23 株式会社日立製作所 欠陥観察方法及びその装置
JP3669698B2 (ja) * 2002-09-20 2005-07-13 日東電工株式会社 印刷物の検査方法及び検査装置
US7138629B2 (en) * 2003-04-22 2006-11-21 Ebara Corporation Testing apparatus using charged particles and device manufacturing method using the testing apparatus
US20060171593A1 (en) * 2005-02-01 2006-08-03 Hitachi High-Technologies Corporation Inspection apparatus for inspecting patterns of a substrate
KR101127829B1 (ko) * 2005-12-07 2012-03-20 엘지디스플레이 주식회사 평판표시장치와 그 제조방법, 제조장치, 화질 제어장치 및화질 제어방법
JP2007256119A (ja) * 2006-03-23 2007-10-04 Fujitsu Ltd 検査装置、積層装置、及び検査方法
KR101147083B1 (ko) * 2006-03-29 2012-05-18 엘지디스플레이 주식회사 화질제어 방법
US7990538B2 (en) * 2006-11-02 2011-08-02 Halliburton Energy Services, Inc. Signal processing for optical computing system
JP2009172966A (ja) * 2008-01-28 2009-08-06 Fujifilm Corp 画像出力装置及び異常検出方法
JP4554691B2 (ja) * 2008-02-25 2010-09-29 アドバンスド・マスク・インスペクション・テクノロジー株式会社 補正パターン画像生成装置、パターン検査装置および補正パターン画像生成方法
JP5117423B2 (ja) * 2009-02-19 2013-01-16 富士フイルム株式会社 画像記録装置、画像処理装置、画像処理方法及びプログラム
JP5190998B2 (ja) * 2009-02-24 2013-04-24 富士フイルム株式会社 インクジェット記録装置及び不吐出検知性能の検査方法
JP5398019B2 (ja) 2010-09-28 2014-01-29 富士フイルム株式会社 不良記録素子補償パラメータ決定方法及び装置、並びに画像形成装置
JP5568456B2 (ja) * 2010-12-06 2014-08-06 株式会社日立ハイテクノロジーズ 荷電粒子線装置
JP5283685B2 (ja) * 2010-12-17 2013-09-04 富士フイルム株式会社 不良記録素子の検出装置及び方法、並びに画像形成装置及び方法
JP2014066618A (ja) 2012-09-26 2014-04-17 Dainippon Screen Mfg Co Ltd 画像検査装置及び画像検査方法並びに画像検査プログラム
JP5826787B2 (ja) * 2013-04-03 2015-12-02 富士フイルム株式会社 画像記録装置及びその制御方法並びにプログラム
CN105408990B (zh) * 2013-06-07 2017-10-10 联达科技控股有限公司 用于自动检验从膜框中正确移除晶粒的系统和方法
JP6039618B2 (ja) * 2014-08-21 2016-12-07 富士フイルム株式会社 画像処理方法及びプログラム、インクジェット記録装置
JP6536049B2 (ja) * 2015-01-30 2019-07-03 コニカミノルタ株式会社 インクジェット記録装置及びインク吐出不良の検出方法

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Publication number Publication date
EP3300907B1 (en) 2021-11-17
US10311561B2 (en) 2019-06-04
EP3300907A1 (en) 2018-04-04
JP2018054560A (ja) 2018-04-05
US20180096472A1 (en) 2018-04-05

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