IN2012DN00885A - - Google Patents

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Publication number
IN2012DN00885A
IN2012DN00885A IN885DEN2012A IN2012DN00885A IN 2012DN00885 A IN2012DN00885 A IN 2012DN00885A IN 885DEN2012 A IN885DEN2012 A IN 885DEN2012A IN 2012DN00885 A IN2012DN00885 A IN 2012DN00885A
Authority
IN
India
Prior art keywords
areas
image data
identified
defect
computer
Prior art date
Application number
Inventor
Gabriel Hamid
Charles Dean Mallah
Original Assignee
Buhler Sortex Ltd
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 Buhler Sortex Ltd filed Critical Buhler Sortex Ltd
Publication of IN2012DN00885A publication Critical patent/IN2012DN00885A/en

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/34—Sorting according to other particular properties
    • B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
    • B07C5/3422—Sorting according to other particular properties according to optical properties, e.g. colour using video scanning devices, e.g. TV-cameras
    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
    • B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
    • B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
    • B07C5/34—Sorting according to other particular properties
    • B07C5/342—Sorting according to other particular properties according to optical properties, e.g. colour
    • 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
    • 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
    • G01N21/85—Investigating moving fluids or granular solids

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Signal Processing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Sorting Of Articles (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)

Abstract

Inspection apparatus comprises a feed system for delivering a stream of articles to an imaging zone. A camera generates image data from the stream at the imaging zone for processing by a computer. The computer comprises a pattern recognition system for identifying defects in areas from the image data, and for ranking identified defects. The pattern recognition system is programmed to operate according to multiple defect criteria. The computer is also coupled to a graphical user interface to display the areas identified from the image data as thumbnails on the interface arranged according to rank of the identified defects in the areas, in each of at least two defect criteria. The areas from the generated image data will normally be defined around each identified defect with the defect central therein. These areas, or thumbnails, can overlap.
IN885DEN2012 2009-07-16 2010-07-05 IN2012DN00885A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB0912390A GB2471886A (en) 2009-07-16 2009-07-16 Inspection apparatus
PCT/GB2010/001290 WO2011007117A1 (en) 2009-07-16 2010-07-05 Inspection apparatus and method using pattern recognition

Publications (1)

Publication Number Publication Date
IN2012DN00885A true IN2012DN00885A (en) 2015-07-10

Family

ID=41058072

Family Applications (1)

Application Number Title Priority Date Filing Date
IN885DEN2012 IN2012DN00885A (en) 2009-07-16 2010-07-05

Country Status (8)

Country Link
US (1) US9446434B2 (en)
EP (1) EP2454028B1 (en)
JP (1) JP5607156B2 (en)
CN (1) CN102639259B (en)
BR (1) BR112012000943A2 (en)
GB (1) GB2471886A (en)
IN (1) IN2012DN00885A (en)
WO (1) WO2011007117A1 (en)

Families Citing this family (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2481804A (en) 2010-07-05 2012-01-11 Buhler Sortex Ltd Dual sensitivity browser for optical sorting machines
GB201202352D0 (en) 2012-02-10 2012-03-28 Buhler Sortex Ltd Illumination and detection system
EP3073401A1 (en) * 2015-03-27 2016-09-28 Fujifilm Corporation Failed image management apparatus, operation method of failed image management apparatus, and failed image management system
KR102357741B1 (en) * 2015-05-06 2022-02-03 삼성전자주식회사 Method for controlling gas and electronic device thereof
US10126247B2 (en) * 2015-07-30 2018-11-13 Zeon Chemicals L.P. Rubber crumb inspection system
US10302598B2 (en) 2016-10-24 2019-05-28 General Electric Company Corrosion and crack detection for fastener nuts
US10478863B2 (en) 2017-06-27 2019-11-19 Key Technology, Inc. Method and apparatus for sorting
US10512942B2 (en) 2017-10-30 2019-12-24 Optisort, Llc System and method for sorting objects
WO2019113313A1 (en) * 2017-12-07 2019-06-13 Walmart Apollo, Llc System and method for the distributed approval of image-based claims
EP3503024A1 (en) * 2017-12-19 2019-06-26 Tetra Laval Holdings & Finance S.A. Method of defect detection in packaging containers
CN108545538A (en) * 2018-05-23 2018-09-18 拓卡奔马机电科技有限公司 Layout machine cloth damage testing method and system
CN109060841A (en) * 2018-08-11 2018-12-21 珠海宝利通耗材有限公司 Printer cartridge image quality method of determination and evaluation and system
CN110059596B (en) * 2019-04-03 2020-07-07 北京字节跳动网络技术有限公司 Image identification method, device, medium and electronic equipment
JP7683902B2 (en) * 2020-09-10 2025-05-27 株式会社イシダ Inspection device and inspection system
JP2024504708A (en) * 2021-01-25 2024-02-01 インスペクト テクノロジーズ リミテッド automatic grain inspection
JP7447834B2 (en) * 2021-01-28 2024-03-12 株式会社サタケ optical sorter
TWI849586B (en) * 2022-11-17 2024-07-21 圓展科技股份有限公司 Automatic food inspection device

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3636513A (en) 1969-10-17 1972-01-18 Westinghouse Electric Corp Preprocessing method and apparatus for pattern recognition
US3638188A (en) 1969-10-17 1972-01-25 Westinghouse Electric Corp Classification method and apparatus for pattern recognition systems
JPH0581408A (en) * 1991-09-19 1993-04-02 Hiyuutec:Kk Defect picture display method
CA2132138C (en) 1993-09-29 2004-01-06 Shih-Ping Wang Computer-aided diagnosis system and method
US5538142A (en) * 1994-11-02 1996-07-23 Sortex Limited Sorting apparatus
US5873470A (en) 1994-11-02 1999-02-23 Sortex Limited Sorting apparatus
US5659624A (en) * 1995-09-01 1997-08-19 Fazzari; Rodney J. High speed mass flow food sorting appartus for optically inspecting and sorting bulk food products
US6191859B1 (en) 1996-10-28 2001-02-20 Sortex Limited Optical systems for use in sorting apparatus
US6124560A (en) 1996-11-04 2000-09-26 National Recovery Technologies, Inc. Teleoperated robotic sorting system
US6266437B1 (en) * 1998-09-04 2001-07-24 Sandia Corporation Sequential detection of web defects
JP2000146847A (en) 1998-11-16 2000-05-26 Kett Electric Laboratory Grain judgment device using neural network using clustering and voronoi division
JP3722354B2 (en) 1999-09-10 2005-11-30 株式会社サタケ Granular material sorting method and granular material sorting device
DE19955919C1 (en) * 1999-11-20 2001-05-31 Daimler Chrysler Ag Object recognition method for pixel images provides reduced image from input image which is divided by filtering into at least 2 filtered images each used for providing set of classification images
JP2002312762A (en) 2001-04-12 2002-10-25 Seirei Ind Co Ltd Grain sorting apparatus utilizing neural network
JP4095860B2 (en) 2002-08-12 2008-06-04 株式会社日立ハイテクノロジーズ Defect inspection method and apparatus
US7340084B2 (en) 2002-09-13 2008-03-04 Sortex Limited Quality assessment of product in bulk flow
JP4438358B2 (en) 2003-09-04 2010-03-24 株式会社サタケ Granular color sorter with display adjustment mechanism
US7522664B1 (en) * 2003-09-10 2009-04-21 Krishnamurthy Bhaskar Remote live video inspection
US7590260B2 (en) 2003-09-25 2009-09-15 Siemens Aktiengesellschaft Method and apparatus for video coding by validation matrix
BRPI0511299A (en) 2004-05-21 2007-12-04 Pressco Tech Inc graphical re-inspection user preparation interface
US7424902B2 (en) * 2004-11-24 2008-09-16 The Boeing Company In-process vision detection of flaw and FOD characteristics
JP4902121B2 (en) * 2005-01-21 2012-03-21 ヤンマー株式会社 Granular color sorter
JP4691453B2 (en) 2006-02-22 2011-06-01 株式会社日立ハイテクノロジーズ Defect display method and apparatus
JP5082676B2 (en) 2007-08-23 2012-11-28 株式会社サタケ Optical grain sorter

Also Published As

Publication number Publication date
WO2011007117A1 (en) 2011-01-20
GB2471886A (en) 2011-01-19
JP2012533075A (en) 2012-12-20
CN102639259A (en) 2012-08-15
GB0912390D0 (en) 2009-08-26
EP2454028A1 (en) 2012-05-23
BR112012000943A2 (en) 2020-07-28
JP5607156B2 (en) 2014-10-15
EP2454028B1 (en) 2014-04-02
CN102639259B (en) 2014-03-19
US20120188363A1 (en) 2012-07-26
US9446434B2 (en) 2016-09-20

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