CN102682514B - 一种纸类识别方法及相关装置 - Google Patents

一种纸类识别方法及相关装置 Download PDF

Info

Publication number
CN102682514B
CN102682514B CN201210154819.4A CN201210154819A CN102682514B CN 102682514 B CN102682514 B CN 102682514B CN 201210154819 A CN201210154819 A CN 201210154819A CN 102682514 B CN102682514 B CN 102682514B
Authority
CN
China
Prior art keywords
gray
dirty
value
region
depth
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
CN201210154819.4A
Other languages
English (en)
Chinese (zh)
Other versions
CN102682514A (zh
Inventor
梁添才
陈定喜
王卫锋
王锟
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.)
Guangdian Yuntong Group Co ltd
Original Assignee
Guangdian Yuntong Financial Electronic Co 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 Guangdian Yuntong Financial Electronic Co Ltd filed Critical Guangdian Yuntong Financial Electronic Co Ltd
Priority to CN201210154819.4A priority Critical patent/CN102682514B/zh
Publication of CN102682514A publication Critical patent/CN102682514A/zh
Priority to PCT/CN2013/073247 priority patent/WO2013170663A1/zh
Priority to EP13791262.2A priority patent/EP2851874A4/en
Priority to AU2013262328A priority patent/AU2013262328B2/en
Priority to IN3754CHN2014 priority patent/IN2014CN03754A/en
Priority to US14/352,302 priority patent/US9189842B2/en
Priority to ZA2014/03713A priority patent/ZA201403713B/en
Application granted granted Critical
Publication of CN102682514B publication Critical patent/CN102682514B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • G06T7/0008Industrial image inspection checking presence/absence
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/90Determination of colour characteristics
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/06Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency using wave or particle radiation
    • G07D7/12Visible light, infrared or ultraviolet radiation
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07DHANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00Testing specially adapted to determine the identity or genuineness of valuable papers or for segregating those which are unacceptable, e.g. banknotes that are alien to a currency
    • G07D7/181Testing mechanical properties or condition, e.g. wear or tear
    • G07D7/187Detecting defacement or contamination, e.g. dirt

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Quality & Reliability (AREA)
  • Inspection Of Paper Currency And Valuable Securities (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
CN201210154819.4A 2012-05-17 2012-05-17 一种纸类识别方法及相关装置 Active CN102682514B (zh)

Priority Applications (7)

Application Number Priority Date Filing Date Title
CN201210154819.4A CN102682514B (zh) 2012-05-17 2012-05-17 一种纸类识别方法及相关装置
PCT/CN2013/073247 WO2013170663A1 (zh) 2012-05-17 2013-03-27 一种纸类识别方法及相关装置
EP13791262.2A EP2851874A4 (en) 2012-05-17 2013-03-27 Method for paper identification and corresponding device
AU2013262328A AU2013262328B2 (en) 2012-05-17 2013-03-27 Paper identifying method and related device
IN3754CHN2014 IN2014CN03754A (enExample) 2012-05-17 2013-03-27
US14/352,302 US9189842B2 (en) 2012-05-17 2013-03-27 Paper identifying method and related device
ZA2014/03713A ZA201403713B (en) 2012-05-17 2014-05-21 Paper identifying method and related device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201210154819.4A CN102682514B (zh) 2012-05-17 2012-05-17 一种纸类识别方法及相关装置

Publications (2)

Publication Number Publication Date
CN102682514A CN102682514A (zh) 2012-09-19
CN102682514B true CN102682514B (zh) 2014-07-02

Family

ID=46814366

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201210154819.4A Active CN102682514B (zh) 2012-05-17 2012-05-17 一种纸类识别方法及相关装置

Country Status (7)

Country Link
US (1) US9189842B2 (enExample)
EP (1) EP2851874A4 (enExample)
CN (1) CN102682514B (enExample)
AU (1) AU2013262328B2 (enExample)
IN (1) IN2014CN03754A (enExample)
WO (1) WO2013170663A1 (enExample)
ZA (1) ZA201403713B (enExample)

Families Citing this family (35)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102682514B (zh) * 2012-05-17 2014-07-02 广州广电运通金融电子股份有限公司 一种纸类识别方法及相关装置
CN103413375B (zh) * 2013-07-05 2017-05-17 深圳市国科微半导体股份有限公司 基于图像统计特征的纸币新旧判别系统及其判别方法
CN103324946B (zh) 2013-07-11 2016-08-17 广州广电运通金融电子股份有限公司 一种纸币识别分类的方法及系统
CN103489255B (zh) * 2013-08-23 2016-04-06 广州智萃电子科技有限公司 一种钞票污损检测装置和方法
CN103456075B (zh) * 2013-09-06 2015-11-25 广州广电运通金融电子股份有限公司 一种纸币处理方法及装置
CN104504802B (zh) * 2014-10-23 2017-02-15 深圳怡化电脑股份有限公司 一种纸币拼接信号的检测方法
CN104867225B (zh) * 2015-05-15 2018-12-11 深圳怡化电脑股份有限公司 一种纸币的面向识别方法及装置
WO2016183831A1 (zh) * 2015-05-20 2016-11-24 深圳怡化电脑股份有限公司 纸币缺损识别方法及装置
CN105184950A (zh) * 2015-06-03 2015-12-23 深圳怡化电脑股份有限公司 一种分析纸币新旧的方法及装置
CN105139510B (zh) * 2015-08-25 2018-07-17 深圳怡化电脑股份有限公司 纸币识别方法及系统
CN105844780B (zh) * 2016-03-18 2019-06-28 光荣电子工业(苏州)有限公司 纸张判别装置、校正信息设定方法、以及纸张判别方法
CN105957061A (zh) * 2016-04-22 2016-09-21 武汉理工大学 一种用于旋冠盖的阈值图制作和图片检测方法
DE102016011417A1 (de) * 2016-09-22 2018-03-22 Giesecke+Devrient Currency Technology Gmbh Verfahren und Vorrichtung zur Erkennung von Farbabnutzungen an einem Wertdokument, insbesondere einer Banknote, sowie Wertdokumentbearbeitungssystem
CN106815923A (zh) * 2016-12-29 2017-06-09 深圳怡化电脑股份有限公司 一种纸币版本的识别方法及装置
CN106910276B (zh) * 2017-02-24 2019-04-26 深圳怡化电脑股份有限公司 检测纸币新旧的方法及装置
CN107067390B (zh) * 2017-03-09 2020-01-14 深圳怡化电脑股份有限公司 一种检测图像传感器的灰度分辨率的方法及装置
CN106898082B (zh) * 2017-03-15 2019-08-27 深圳怡化电脑股份有限公司 一种图像污损判定的方法及装置
CN108665604B (zh) * 2017-03-30 2020-09-15 深圳怡化电脑股份有限公司 一种纸币新旧等级的检测方法及装置
CN107012717B (zh) * 2017-04-06 2018-09-14 南京三宝弘正视觉科技有限公司 一种纸张生产控制设备和方法
CN107481391B (zh) * 2017-07-03 2019-11-19 广州广电运通金融电子股份有限公司 纸币涂鸦的检测方法及装置
CN107610317B (zh) * 2017-08-21 2019-09-20 深圳怡化电脑股份有限公司 假币鉴伪方法及装置
CN107705415A (zh) * 2017-10-25 2018-02-16 深圳怡化电脑股份有限公司 一种纸币字迹污损的检测方法及检测设备
CN108257292A (zh) * 2018-02-06 2018-07-06 深圳怡化电脑股份有限公司 纸币分类回收方法、装置和系统以及存储介质
CN108460900A (zh) * 2018-03-02 2018-08-28 深圳怡化电脑股份有限公司 一种计算纸币污损等级的方法、装置、设备及存储介质
CN108492447B (zh) * 2018-03-20 2020-09-15 深圳怡化电脑股份有限公司 美元面向识别方法、电子装置及计算机可读存储介质
CN109410172B (zh) * 2018-09-14 2021-11-05 威海华菱光电股份有限公司 纸张厚度的检测方法、装置、存储介质和处理器
CN110867015A (zh) * 2019-09-29 2020-03-06 广州国瀚计算机通讯科技有限公司 一种人民币鉴伪方法
CN110791942B (zh) * 2019-11-13 2021-06-25 东华大学 在图像分析系统中对浅色衣物脏污程度的评估方法
CN113269708B (zh) * 2020-04-17 2024-07-12 深圳市怡化时代科技有限公司 介质新旧的确定方法、装置、计算机设备和存储介质
CN113255674B (zh) * 2020-09-14 2024-09-03 深圳怡化时代智能自动化系统有限公司 字符识别方法、装置、电子设备及计算机可读存储介质
US11311192B1 (en) * 2020-11-05 2022-04-26 Hand Held Products, Inc. Methods and systems for predicting printed label's life
CN115131910B (zh) * 2022-05-30 2024-02-13 华中科技大学同济医学院附属协和医院 一种基于大数据的票据检验系统
CN116721067B (zh) * 2023-05-29 2024-04-12 宿迁凯达环保设备制造有限公司 一种基于机器视觉的浸渍纸浸渍质量检测方法
CN118038366B (zh) * 2024-02-20 2024-11-22 青岛法牧机械有限公司 一种猪场养殖智能监控系统及方法
CN118348023B (zh) * 2024-03-05 2024-12-20 江苏梅曼新能源科技有限公司 一种基于数据分析的电子纸母片aoi瑕疵检测系统

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0072237B1 (en) * 1981-08-11 1987-04-29 De La Rue Systems Limited Apparatus for scanning a sheet
CN1064154C (zh) * 1995-09-19 2001-04-04 顾临怡 新旧纸币分检机及分检方法
GB9714083D0 (en) * 1997-07-04 1997-09-10 Ncr Int Inc Document recognition apparatus
GB0106817D0 (en) 2001-03-19 2001-05-09 Rue De Int Ltd Monitoring method
JP2004265036A (ja) * 2003-02-28 2004-09-24 Nippon Conlux Co Ltd 紙葉類識別装置および方法
US20100246928A1 (en) * 2007-12-07 2010-09-30 Tomohisa Takahama Banknote recognition apparatus and banknote recognition method
US8577117B2 (en) 2008-06-30 2013-11-05 Ncr Corporation Evaluating soiling of a media item
US20110246278A1 (en) * 2010-03-31 2011-10-06 Glory Ltd. Paper-sheet processing apparatus and paper-sheet processing method
RU2421818C1 (ru) 2010-04-08 2011-06-20 Общество С Ограниченной Ответственностью "Конструкторское Бюро "Дорс" (Ооо "Кб "Дорс") Способ классификации банкнот (варианты)
CN101908241B (zh) * 2010-08-03 2012-05-16 广州广电运通金融电子股份有限公司 有价文件识别方法及其识别系统
CN102456247A (zh) * 2010-10-20 2012-05-16 上海古鳌电子科技股份有限公司 具有双面图像扫描功能的纸币清分机
CN102236897A (zh) * 2011-05-09 2011-11-09 哈尔滨工业大学 基于纸币退化能量函数的清分机纸币新旧和残缺检测方法
CN102682514B (zh) 2012-05-17 2014-07-02 广州广电运通金融电子股份有限公司 一种纸类识别方法及相关装置

Also Published As

Publication number Publication date
IN2014CN03754A (enExample) 2015-07-03
US9189842B2 (en) 2015-11-17
CN102682514A (zh) 2012-09-19
ZA201403713B (en) 2015-07-29
EP2851874A4 (en) 2015-05-13
US20140270460A1 (en) 2014-09-18
EP2851874A1 (en) 2015-03-25
AU2013262328A1 (en) 2014-05-01
AU2013262328B2 (en) 2015-09-24
WO2013170663A1 (zh) 2013-11-21

Similar Documents

Publication Publication Date Title
CN102682514B (zh) 一种纸类识别方法及相关装置
CN104867225B (zh) 一种纸币的面向识别方法及装置
CN103279735B (zh) 一种金融票据识别模块中积灰检测方法及系统
CN105427275B (zh) 大田环境麦穗计数方法及装置
CN106920245B (zh) 一种边界检测的方法及装置
US10546213B2 (en) Method for evaluating the authenticity of a painting as well as a corresponding use
CN104992496A (zh) 一种纸币面向识别方法及装置
CN106952393B (zh) 纸币识别方法和装置、电子设备和存储介质
WO2018019041A1 (zh) 一种粘贴钞检测方法和装置
CN111126393A (zh) 车辆外观改装判断方法、装置、计算机设备及存储介质
CN106022379A (zh) 检测屏幕新旧度的方法和装置
WO2013025329A1 (en) System and method for sectioning a microscopy image for parallel processing
CN116109577A (zh) 一种印刷标签缺陷检测系统及方法
WO2024174301A1 (zh) 一种安全带边缘凹凸、边缘毛丝缺陷检测方法及系统
Ali et al. Recognition system for Pakistani paper currency
CN105139508B (zh) 一种检测纸币的方法及装置
CN111563845B (zh) 票据表面涂刮检测方法、装置、设备及存储介质
CN111523605B (zh) 一种图像识别方法、装置、电子设备及介质
CN106599923A (zh) 一种对印防伪特征的检测方法及装置
CN105957237B (zh) 一种纸币的版本识别方法和装置
CN109784384B (zh) 一种自动辨别商标真伪的方法及装置
CN107680246B (zh) 一种纸币图案中的曲线边界定位方法及设备
Lau et al. Estimating Norway lobster abundance from deep-water videos: an automatic approach
CN108961530B (zh) 一种纸币缺陷识别方法以及系统
Niemistö et al. Computational methods for estimation of cell cycle phase distributions of yeast cells

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
CP03 Change of name, title or address
CP03 Change of name, title or address

Address after: 510663 9, 11, science Road, science and Technology City, Guangzhou high tech Industrial Development Zone, Guangdong

Patentee after: Guangdian Yuntong Group Co.,Ltd.

Country or region after: China

Address before: 510000 Guangdong city of Guangzhou province Luogang District Science City No. 9 Ke Lin Lu

Patentee before: GRG BANKING EQUIPMENT Co.,Ltd.

Country or region before: China