CN102971619B - 使用传感器内均匀度校正进行基于幅材的光学缺陷检测的方法和系统 - Google Patents

使用传感器内均匀度校正进行基于幅材的光学缺陷检测的方法和系统 Download PDF

Info

Publication number
CN102971619B
CN102971619B CN201180012632.4A CN201180012632A CN102971619B CN 102971619 B CN102971619 B CN 102971619B CN 201180012632 A CN201180012632 A CN 201180012632A CN 102971619 B CN102971619 B CN 102971619B
Authority
CN
China
Prior art keywords
normalization
web
pixel
value
image data
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
Application number
CN201180012632.4A
Other languages
English (en)
Chinese (zh)
Other versions
CN102971619A (zh
Inventor
史蒂文·P·弗洛德
马修·V·伦德奎斯特
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.)
3M Innovative Properties Co
Original Assignee
3M Innovative Properties Co
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by 3M Innovative Properties Co filed Critical 3M Innovative Properties Co
Publication of CN102971619A publication Critical patent/CN102971619A/zh
Application granted granted Critical
Publication of CN102971619B publication Critical patent/CN102971619B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

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
    • 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
    • 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
    • G01N21/89—Investigating the presence of flaws or contamination in moving material, e.g. running paper or textiles
    • 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
    • G06T2207/30124—Fabrics; Textile; Paper

Landscapes

  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Chemical & Material Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Textile Engineering (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
CN201180012632.4A 2010-01-08 2011-01-03 使用传感器内均匀度校正进行基于幅材的光学缺陷检测的方法和系统 Active CN102971619B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US12/684,170 US8270701B2 (en) 2010-01-08 2010-01-08 Optical web-based defect detection using intrasensor uniformity correction
US12/684,170 2010-01-08
PCT/US2011/020028 WO2011084914A2 (en) 2010-01-08 2011-01-03 Optical web-based defect detection using intrasensor uniformity correction

Publications (2)

Publication Number Publication Date
CN102971619A CN102971619A (zh) 2013-03-13
CN102971619B true CN102971619B (zh) 2015-08-12

Family

ID=44258562

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201180012632.4A Active CN102971619B (zh) 2010-01-08 2011-01-03 使用传感器内均匀度校正进行基于幅材的光学缺陷检测的方法和系统

Country Status (7)

Country Link
US (1) US8270701B2 (enExample)
JP (1) JP5702404B2 (enExample)
KR (1) KR101749782B1 (enExample)
CN (1) CN102971619B (enExample)
SG (1) SG182314A1 (enExample)
TW (1) TW201135220A (enExample)
WO (1) WO2011084914A2 (enExample)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8553228B2 (en) * 2011-09-30 2013-10-08 3M Innovative Properties Company Web inspection calibration system and related methods
US8923571B2 (en) 2012-07-16 2014-12-30 Hewlett-Packard Development Company, L.P. Automated camera flat fielding and alignment
CN104298190A (zh) * 2013-07-09 2015-01-21 Abb技术股份公司 用于现场仪器的维护系统
WO2017123919A1 (en) 2016-01-15 2017-07-20 Corning Incorporated Non-contact method of characterizing isostatic strength of cellular ceramic articles
JP6807459B2 (ja) * 2017-07-25 2021-01-06 富士フイルム株式会社 損傷図作成方法、損傷図作成装置、損傷図作成システム、及び記録媒体
DE102019109791A1 (de) * 2019-04-12 2020-10-15 Stephan Krebs Vorrichtung zur Druckbildkontrolle für eine Druck- oder Konfektioniermaschine und Verfahren zur Validierung von Inspektionsalgorithmen einer Vorrichtung zur Druckbildkontrolle
US11151710B1 (en) * 2020-05-04 2021-10-19 Applied Materials Israel Ltd. Automatic selection of algorithmic modules for examination of a specimen
CN117745603B (zh) * 2024-02-20 2024-06-14 湖南科洛德科技有限公司 基于线阵扫描设备的产品图像校正方法及设备和存储介质
CN119180783B (zh) * 2024-08-26 2025-11-21 西北工业大学深圳研究院 适用于卷绕系统的石墨卷材形态学异常检测方法
CN119444671B (zh) * 2024-10-11 2025-07-22 华南师范大学 基于自适应归一化改进技术的红外锁相无损检测方法

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1147634A (zh) * 1995-03-15 1997-04-16 圣戈班玻璃制造公司 对反射表面涂层上缺陷的识别和估算方法
US6757442B1 (en) * 2000-11-22 2004-06-29 Ge Medical Systems Global Technology Company, Llc Image enhancement method with simultaneous noise reduction, non-uniformity equalization, and contrast enhancement
JP2004251781A (ja) * 2003-02-20 2004-09-09 Tani Electronics Corp 画像認識による不良検査方法
CN1633592A (zh) * 2001-02-12 2005-06-29 3M创新有限公司 卷筒材料的检查方法和装置
JP2006177852A (ja) * 2004-12-24 2006-07-06 Toshiba Corp 表面検査装置、およびその方法
JP2006275802A (ja) * 2005-03-29 2006-10-12 Nippon Steel Corp 欠陥検査方法及び装置
JP2008164400A (ja) * 2006-12-27 2008-07-17 Daio Paper Corp シートロール形状不良判別装置及び判別方法
JP2008164461A (ja) * 2006-12-28 2008-07-17 Kochi Univ Of Technology 薄板状部品の検査方法と検査装置
JP2009204388A (ja) * 2008-02-27 2009-09-10 Toppan Printing Co Ltd 欠陥検査方法
CN101600957A (zh) * 2007-01-16 2009-12-09 奥林巴斯株式会社 缺陷检测装置及缺陷检测方法

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4602291A (en) 1984-05-09 1986-07-22 Xerox Corporation Pixel non-uniformity correction system
JPS647174A (en) 1987-06-29 1989-01-11 Mitsubishi Electric Corp Background correction method
US4899054A (en) 1988-01-19 1990-02-06 General Electric Company Gamma camera with image uniformity by energy correction offsets
DE69119589T2 (de) 1991-09-26 1996-12-19 Dornier Medizintechnik Automatische Optimalisierung der gleichmässigen Intensität eines Bildes für ein Ultraschallabbildungsystem
JPH09178666A (ja) * 1995-10-24 1997-07-11 Nkk Corp 表面検査装置
JP3809226B2 (ja) 1996-06-06 2006-08-16 富士写真フイルム株式会社 リニアイメージセンサの出力画像信号の補正方法
JP3466855B2 (ja) 1997-02-07 2003-11-17 株式会社リコー 画像読取装置
JP3397101B2 (ja) * 1997-10-29 2003-04-14 株式会社日立製作所 欠陥検査方法および装置
JP4024381B2 (ja) * 1998-04-21 2007-12-19 株式会社ルネサステクノロジ 欠陥検査方法および装置
US6687396B1 (en) * 1998-07-29 2004-02-03 Pentax Corporation Optical member inspection apparatus, image-processing apparatus, image-processing method, and computer readable medium
TW380180B (en) 1998-11-13 2000-01-21 China Textile Inst On-line uniformity inspection method and apparatus for web applying digital image processing
US20050033185A1 (en) 2003-08-06 2005-02-10 Cytometrics, Llc Method for correcting vessel and background light intensities used in beer's law for light scattering in tissue
JP4731698B2 (ja) 2000-04-06 2011-07-27 キヤノン株式会社 画像処理装置、撮影装置、画像処理システム、画像処理方法、及び記憶媒体
US6970577B2 (en) 2000-12-19 2005-11-29 Lockheed Martin Corporation Fast fourier transform correlation tracking algorithm with background correction
JP2003284707A (ja) 2002-03-27 2003-10-07 Canon Inc 撮影装置、ゲイン補正方法、記録媒体及びプログラム
JP4468083B2 (ja) 2003-08-26 2010-05-26 キヤノン株式会社 放射線撮影装置、放射線撮影方法
DE10340166B4 (de) 2003-09-01 2016-12-08 Robert Bosch Gmbh Verfahren zur Erweiterung des Dynamik-Bereichs eines Halbleiter-Bildsensors
US7335183B2 (en) 2003-09-15 2008-02-26 Aligned Innovation, Inc. Nursing aid system
US7027934B2 (en) 2003-09-24 2006-04-11 3M Innovative Properties Company Apparatus and method for automated web inspection
EP1704589A4 (en) 2003-12-31 2008-05-28 3M Innovative Properties Co MAXIMIZING RETURN OF ARTICLES IN SAIL
KR101203325B1 (ko) 2003-12-31 2012-11-20 쓰리엠 이노베이티브 프로퍼티즈 컴파니 시트-기반 물품에 대한 재고품 제어
US7259857B2 (en) 2004-01-14 2007-08-21 Xerox Corporation Methods for automated uniformity assessment and modification of image non-uniformities
JP2009300426A (ja) * 2008-05-16 2009-12-24 Nuflare Technology Inc レチクル欠陥検査装置およびレチクル欠陥検査方法

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1147634A (zh) * 1995-03-15 1997-04-16 圣戈班玻璃制造公司 对反射表面涂层上缺陷的识别和估算方法
US6757442B1 (en) * 2000-11-22 2004-06-29 Ge Medical Systems Global Technology Company, Llc Image enhancement method with simultaneous noise reduction, non-uniformity equalization, and contrast enhancement
CN1633592A (zh) * 2001-02-12 2005-06-29 3M创新有限公司 卷筒材料的检查方法和装置
JP2004251781A (ja) * 2003-02-20 2004-09-09 Tani Electronics Corp 画像認識による不良検査方法
JP2006177852A (ja) * 2004-12-24 2006-07-06 Toshiba Corp 表面検査装置、およびその方法
JP2006275802A (ja) * 2005-03-29 2006-10-12 Nippon Steel Corp 欠陥検査方法及び装置
JP2008164400A (ja) * 2006-12-27 2008-07-17 Daio Paper Corp シートロール形状不良判別装置及び判別方法
JP2008164461A (ja) * 2006-12-28 2008-07-17 Kochi Univ Of Technology 薄板状部品の検査方法と検査装置
CN101600957A (zh) * 2007-01-16 2009-12-09 奥林巴斯株式会社 缺陷检测装置及缺陷检测方法
JP2009204388A (ja) * 2008-02-27 2009-09-10 Toppan Printing Co Ltd 欠陥検査方法

Also Published As

Publication number Publication date
JP2013519069A (ja) 2013-05-23
WO2011084914A3 (en) 2013-02-21
US8270701B2 (en) 2012-09-18
JP5702404B2 (ja) 2015-04-15
SG182314A1 (en) 2012-08-30
KR101749782B1 (ko) 2017-06-21
KR20120115356A (ko) 2012-10-17
US20110170762A1 (en) 2011-07-14
WO2011084914A2 (en) 2011-07-14
CN102971619A (zh) 2013-03-13
TW201135220A (en) 2011-10-16

Similar Documents

Publication Publication Date Title
CN102971619B (zh) 使用传感器内均匀度校正进行基于幅材的光学缺陷检测的方法和系统
US7187995B2 (en) Maximization of yield for web-based articles
EP1664749B1 (en) Apparatus and method for automated web inspection
KR101800058B1 (ko) 웨브-기반의 재료 내의 불균일성의 고속 처리 및 검출
EP3580720B1 (en) Real-time, full web image processing method and system for web manufacturing supervision
US20110224918A1 (en) Application-specific repeat defect detection in web manufacturing processes
KR101203325B1 (ko) 시트-기반 물품에 대한 재고품 제어
US11327010B2 (en) Infrared light transmission inspection for continuous moving web
US20140240720A1 (en) Linewidth measurement system
Ding et al. An automated cotton contamination detection system based on co-occurrence matrix contrast information
JP2009019997A (ja) 欠点検査装置および欠点検査方法
MXPA06007470A (en) Maximation of yield for web-based articles
MXPA06007469A (en) Inventory control for web-based articles

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant