CA2549622C - System and method for comparing images with different contrast levels - Google Patents

System and method for comparing images with different contrast levels Download PDF

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Publication number
CA2549622C
CA2549622C CA2549622A CA2549622A CA2549622C CA 2549622 C CA2549622 C CA 2549622C CA 2549622 A CA2549622 A CA 2549622A CA 2549622 A CA2549622 A CA 2549622A CA 2549622 C CA2549622 C CA 2549622C
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Canada
Prior art keywords
derivative
digital image
gray level
contrast
level
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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 - Lifetime
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CA2549622A
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English (en)
French (fr)
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CA2549622A1 (en
Inventor
Michael C. Hutchinson
Michael D. Horky
Mark A. Lee
William D. Meade
James C. Kennedy
Thomas E. Riechers
Michael J. Duncan
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Boeing Co
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Boeing Co
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Publication of CA2549622A1 publication Critical patent/CA2549622A1/en
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Publication of CA2549622C publication Critical patent/CA2549622C/en
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/50Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00Image enhancement or restoration
    • G06T5/90Dynamic range modification of images or parts thereof
    • G06T5/92Dynamic range modification of images or parts thereof based on global image properties
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • G06T7/001Industrial image inspection using an image reference approach
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00Indexing scheme for image data processing or generation, in general
    • G06T2200/24Indexing scheme for image data processing or generation, in general involving graphical user interfaces [GUIs]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10116X-ray image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30136Metal
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30108Industrial image inspection
    • G06T2207/30164Workpiece; Machine component

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Television Receiver Circuits (AREA)
CA2549622A 2004-01-09 2005-01-06 System and method for comparing images with different contrast levels Expired - Lifetime CA2549622C (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US53535804P 2004-01-09 2004-01-09
US60/535,358 2004-01-09
US11/018,840 US7561753B2 (en) 2004-01-09 2004-12-21 System and method for comparing images with different contrast levels
US11/018,840 2004-12-21
PCT/US2005/000645 WO2005069218A2 (en) 2004-01-09 2005-01-06 System and method for comparing images with different contrast levels

Publications (2)

Publication Number Publication Date
CA2549622A1 CA2549622A1 (en) 2005-07-28
CA2549622C true CA2549622C (en) 2011-02-15

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
CA2549622A Expired - Lifetime CA2549622C (en) 2004-01-09 2005-01-06 System and method for comparing images with different contrast levels

Country Status (6)

Country Link
US (2) US7561753B2 (enExample)
EP (1) EP1702303B1 (enExample)
JP (1) JP5068079B2 (enExample)
CA (1) CA2549622C (enExample)
RU (1) RU2367022C2 (enExample)
WO (1) WO2005069218A2 (enExample)

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8295541B2 (en) * 2004-06-30 2012-10-23 Vision Fire & Security Pty Ltd System and method for detecting a change in an object scene
TWI265390B (en) * 2005-05-25 2006-11-01 Benq Corp Method for adjusting exposure of a digital image
DE102005043048A1 (de) * 2005-09-09 2007-03-22 Siemens Ag Verfahren zur Korrektur eines Bilddatensatzes sowie Verfahren zur Erstellung eines Bildes
US8059936B2 (en) * 2006-06-28 2011-11-15 Core Wireless Licensing S.A.R.L. Video importance rating based on compressed domain video features
GB201007580D0 (en) * 2010-05-06 2010-06-23 Im Sense Ltd Making robust images
US9495282B2 (en) * 2010-06-21 2016-11-15 Salesforce.Com, Inc. Method and systems for a dashboard testing framework in an online demand service environment
KR101783259B1 (ko) * 2010-12-31 2017-10-10 삼성디스플레이 주식회사 데이터 보상 방법 및 이를 수행하는 데이터 보상 장치 및 상기 데이터 보상 장치를 포함하는 표시 장치
WO2012129653A1 (en) * 2011-03-31 2012-10-04 Soboleski Donald A Method and device for comparing radiographic images
US9338389B2 (en) 2011-10-20 2016-05-10 Dolby Laboratories Licensing Corporation Method and system for video equalization
JP6013042B2 (ja) * 2012-06-27 2016-10-25 富士フイルムRiファーマ株式会社 画像処理プログラム、記録媒体、画像処理装置、及び画像処理方法
US9077906B1 (en) * 2014-01-28 2015-07-07 Aver Information Inc. Video contrast adjusting method
US9305344B2 (en) * 2014-04-22 2016-04-05 The Boeing Company Method for improving linear feature detectability in digital images
CN106102555B (zh) * 2014-06-16 2018-01-19 奥林巴斯株式会社 医疗用系统及其图像处理设定方法以及图像处理装置
WO2016118782A1 (en) * 2015-01-21 2016-07-28 University Of North Dakota Characterizing 3-d printed objects for 3-d printing
US10212359B2 (en) * 2015-12-30 2019-02-19 Cerner Innovation, Inc. Camera normalization
CN110458816B (zh) * 2019-08-06 2021-04-27 北京工商大学 一种基于阈值回归的纤维材料孔隙率分析方法
EP4024034B1 (en) * 2021-01-05 2025-05-28 The Boeing Company Methods and apparatus for measuring fastener concentricity
EP4300084A4 (en) * 2021-02-26 2024-08-14 FUJIFILM Corporation IMAGE DISPLAY DEVICE, IMAGE DISPLAY METHOD AND PROGRAM
CN118616703B (zh) * 2024-08-12 2024-10-29 四川金钱柜文化传播有限公司 一种基于贵金属工艺品铸造的控制方法

Family Cites Families (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1437161A (enExample) * 1973-02-12 1976-05-26
US4656665A (en) * 1985-01-15 1987-04-07 International Business Machines Corporation Thresholding technique for graphics images using histogram analysis
JPS61194576A (ja) * 1985-02-23 1986-08-28 Toshiba Corp 画像処理装置
US4975970A (en) * 1987-03-18 1990-12-04 General Electric Company Image display having automatic image adjustment
US4868651A (en) * 1988-05-17 1989-09-19 S&S Inficon, Inc. Digital radiography with image brightness and contrast normalization
JP3100391B2 (ja) * 1990-08-15 2000-10-16 株式会社リコー カラー画像の領域分離装置
JPH04209323A (ja) * 1990-12-07 1992-07-30 Olympus Optical Co Ltd 光学的情報記録/再生装置の読取り信号処理回路
US5164993A (en) 1991-11-25 1992-11-17 Eastman Kodak Company Method and apparatus for automatic tonescale generation in digital radiographic images
US5278432A (en) * 1992-08-27 1994-01-11 Quantam Devices, Inc. Apparatus for providing radiant energy
JP2765648B2 (ja) * 1993-06-23 1998-06-18 東洋紡績株式会社 画質改善方法および装置
JP3449499B2 (ja) * 1994-02-23 2003-09-22 オリンパス光学工業株式会社 超音波画像診断装置
US5600574A (en) 1994-05-13 1997-02-04 Minnesota Mining And Manufacturing Company Automated image quality control
JPH08146540A (ja) * 1994-11-24 1996-06-07 Konica Corp 画像処理装置及び画像データ生成装置
WO1996016534A2 (en) * 1994-11-25 1996-06-06 Sophisview Technologies, Ltd. System and method for diagnosis of living tissue diseases
US6045240A (en) * 1996-06-27 2000-04-04 Relume Corporation LED lamp assembly with means to conduct heat away from the LEDS
US5872573A (en) * 1996-12-30 1999-02-16 Barlo Graphics N.V. Method and system for improving legibility of text and graphic objects laid over continuous-tone graphics
US5982915A (en) * 1997-07-25 1999-11-09 Arch Development Corporation Method of detecting interval changes in chest radiographs utilizing temporal subtraction combined with automated initial matching of blurred low resolution images
JP3668014B2 (ja) * 1998-03-09 2005-07-06 富士写真フイルム株式会社 画像処理方法及び装置
US6166719A (en) * 1998-04-09 2000-12-26 Hewlett-Packard Company Consistently ordered adjustment of a digitally represented image
US6269176B1 (en) * 1998-12-21 2001-07-31 Eastman Kodak Company Method for x-ray antiscatter grid detection and suppression in digital radiography
JP2001016447A (ja) * 1999-06-30 2001-01-19 Minolta Co Ltd 画像処理装置および画像処理方法、ならびに画像処理プログラムを記録した記録媒体
DE19958553A1 (de) * 1999-12-04 2001-06-07 Luratech Ges Fuer Luft Und Rau Verfahren zur Kompression von gescannten Farb- und/oder Graustufendokumenten
JP4228530B2 (ja) * 2000-02-09 2009-02-25 富士通株式会社 画像処理方法及び画像処理装置
SE0101421D0 (sv) 2001-04-24 2001-04-24 Siemens Elema Ab Apparatus for and method of generating an enhanced contrast information digital image
US6578986B2 (en) * 2001-06-29 2003-06-17 Permlight Products, Inc. Modular mounting arrangement and method for light emitting diodes
US6580779B2 (en) * 2001-11-20 2003-06-17 Ge Medical Systems Global Technology Company, Llc Contrast adjustment of a decomposed X-ray image relative to the contrast of another X-ray image
US7054473B1 (en) * 2001-11-21 2006-05-30 R2 Technology, Inc. Method and apparatus for an improved computer aided diagnosis system
US7245751B2 (en) * 2002-02-22 2007-07-17 Agfa-Gevaert N.V. Gradation processing method
US20030198386A1 (en) * 2002-04-19 2003-10-23 Huitao Luo System and method for identifying and extracting character strings from captured image data
US20030228042A1 (en) * 2002-06-06 2003-12-11 Usha Sinha Method and system for preparation of customized imaging atlas and registration with patient images
EP1392047B1 (en) * 2002-08-22 2013-10-30 Samsung Electronics Co., Ltd. Digital document processing for image enhancement
DE10259470B4 (de) * 2002-12-19 2005-08-11 Jungheinrich Aktiengesellschaft Verfahren zur Bestimmung des Lastgewichts auf dem Lasttragmittel einer hydraulischen Hubvorrichtung
US7292365B2 (en) * 2003-01-15 2007-11-06 Xerox Corporation Methods and systems for determining distribution mean level without histogram measurement
US7257238B2 (en) * 2003-07-29 2007-08-14 International Business Machines Corporation System, apparatus, and method for image scanning quality adjustment
US7783117B2 (en) * 2005-08-12 2010-08-24 Seiko Epson Corporation Systems and methods for generating background and foreground images for document compression

Also Published As

Publication number Publication date
US7747099B2 (en) 2010-06-29
JP5068079B2 (ja) 2012-11-07
JP2007524940A (ja) 2007-08-30
EP1702303B1 (en) 2015-05-27
WO2005069218A8 (en) 2005-09-09
RU2367022C2 (ru) 2009-09-10
EP1702303A2 (en) 2006-09-20
US7561753B2 (en) 2009-07-14
RU2006128871A (ru) 2008-02-20
US20090232412A1 (en) 2009-09-17
WO2005069218A2 (en) 2005-07-28
CA2549622A1 (en) 2005-07-28
US20050152615A1 (en) 2005-07-14
WO2005069218A3 (en) 2006-02-23

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