DE69417378T2 - Neuronales Netzwerk für Banknoten-Erkennung und -Authentisierung - Google Patents

Neuronales Netzwerk für Banknoten-Erkennung und -Authentisierung

Info

Publication number
DE69417378T2
DE69417378T2 DE69417378T DE69417378T DE69417378T2 DE 69417378 T2 DE69417378 T2 DE 69417378T2 DE 69417378 T DE69417378 T DE 69417378T DE 69417378 T DE69417378 T DE 69417378T DE 69417378 T2 DE69417378 T2 DE 69417378T2
Authority
DE
Germany
Prior art keywords
authentication
neural network
banknote recognition
banknote
recognition
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.)
Expired - Lifetime
Application number
DE69417378T
Other languages
English (en)
Other versions
DE69417378D1 (de
Inventor
Nicholas John Eccles
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.)
NCR International Inc
Original Assignee
NCR International Inc
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 NCR International Inc filed Critical NCR International Inc
Application granted granted Critical
Publication of DE69417378D1 publication Critical patent/DE69417378D1/de
Publication of DE69417378T2 publication Critical patent/DE69417378T2/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00—Testing 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
    • G07D7/181—Testing mechanical properties or condition, e.g. wear or tear
    • G07D7/187—Detecting defacement or contamination, e.g. dirt
    • G—PHYSICS
    • G07—CHECKING-DEVICES
    • G07D—HANDLING OF COINS OR VALUABLE PAPERS, e.g. TESTING, SORTING BY DENOMINATIONS, COUNTING, DISPENSING, CHANGING OR DEPOSITING
    • G07D7/00—Testing 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
    • G07D7/20—Testing patterns thereon
    • G07D7/202—Testing patterns thereon using pattern matching
    • G07D7/2041—Matching statistical distributions, e.g. of particle sizes orientations
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S706/00—Data processing: artificial intelligence
    • Y10S706/902—Application using ai with detail of the ai system
    • Y10S706/925—Business

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Inspection Of Paper Currency And Valuable Securities (AREA)
  • Image Analysis (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
  • Image Processing (AREA)
  • Character Discrimination (AREA)
DE69417378T 1993-12-24 1994-12-06 Neuronales Netzwerk für Banknoten-Erkennung und -Authentisierung Expired - Lifetime DE69417378T2 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB939326440A GB9326440D0 (en) 1993-12-24 1993-12-24 Neutral network for banknote recongnition and authentication

Publications (2)

Publication Number Publication Date
DE69417378D1 DE69417378D1 (de) 1999-04-29
DE69417378T2 true DE69417378T2 (de) 1999-09-23

Family

ID=10747215

Family Applications (1)

Application Number Title Priority Date Filing Date
DE69417378T Expired - Lifetime DE69417378T2 (de) 1993-12-24 1994-12-06 Neuronales Netzwerk für Banknoten-Erkennung und -Authentisierung

Country Status (7)

Country Link
US (1) US5619620A (de)
EP (1) EP0660276B1 (de)
JP (1) JP3705619B2 (de)
DE (1) DE69417378T2 (de)
ES (1) ES2131644T3 (de)
GB (1) GB9326440D0 (de)
ZA (1) ZA949410B (de)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10360859A1 (de) * 2003-12-23 2005-07-21 Giesecke & Devrient Gmbh Banknotenbearbeitungsmaschine und Verfahren für das Erkennen von gefälschten Banknoten

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5822436A (en) 1996-04-25 1998-10-13 Digimarc Corporation Photographic products and methods employing embedded information
GB9503760D0 (en) * 1995-02-24 1995-04-12 Aromascan Plc Neural networks
GB9517796D0 (en) * 1995-08-31 1995-11-01 At & T Global Inf Solution A bank note scanner
EP0881603B1 (de) * 1996-01-25 2005-11-16 SANYO ELECTRIC Co., Ltd. Verfahren zur fälschungsbeurteilung von bögen, banknoten usw., und verfahren zur beurteilung ihrer einführungsrichtung
DE19646454A1 (de) * 1996-11-11 1998-05-14 Giesecke & Devrient Gmbh Verfahren zur Bearbeitung von Blattgut, wie z. B. Banknoten
US6202151B1 (en) 1997-05-09 2001-03-13 Gte Service Corporation System and method for authenticating electronic transactions using biometric certificates
US6208746B1 (en) 1997-05-09 2001-03-27 Gte Service Corporation Biometric watermarks
WO1998050875A2 (en) 1997-05-09 1998-11-12 Gte Government Systems Corporation Biometric certificates
US6105010A (en) * 1997-05-09 2000-08-15 Gte Service Corporation Biometric certifying authorities
US6078683A (en) * 1997-11-20 2000-06-20 De La Rue, Inc. Method and system for recognition of currency by denomination
US7318050B1 (en) 2000-05-08 2008-01-08 Verizon Corporate Services Group Inc. Biometric certifying authorities
DE10029051A1 (de) 2000-06-13 2001-12-20 Giesecke & Devrient Gmbh Verfahren zur Echtheitsprüfung von Dokumenten
GB2366651A (en) * 2000-09-08 2002-03-13 Ncr Int Inc Evaluation system
JP2004094644A (ja) * 2002-08-30 2004-03-25 Masakazu Yagi 画像処理装置、画像処理方法、記憶媒体及びプログラム
DE10335147A1 (de) 2003-07-31 2005-03-03 Giesecke & Devrient Gmbh Verfahren und Vorrichtung für die Ermittlung des Zustands von Banknoten
DE102004019978B3 (de) 2004-04-23 2005-08-04 Koenig & Bauer Ag Verfahren zur Beurteilung einer Qualität einer von einer Druckmaschine produzierten Drucksache
EP2275946A1 (de) * 2005-03-04 2011-01-19 STMicroelectronics S.r.l. Probabilistische Neurale Netzwerk und entsprechendes Lernverfahren
AU2005337361A1 (en) * 2005-10-12 2007-04-19 First Date Corporation System and method for authorizing electronic payment transactions
US7685115B2 (en) * 2006-07-21 2010-03-23 Mitsubishi Electronic Research Laboratories, Inc. Method for classifying private data using secure classifiers
US8818071B2 (en) 2009-03-19 2014-08-26 Glory Ltd. Banknote recognition and counting machine and banknote recognition and counting method
CN102750771B (zh) * 2012-07-13 2014-10-01 中山大学 一种应用于智能手机的第五套人民币面额识别方法
US9336638B2 (en) * 2014-03-25 2016-05-10 Ncr Corporation Media item validation
US10339377B2 (en) 2017-11-13 2019-07-02 Kabushiki Kaisha Toshiba Device and method for determining characteristics of a currency note
US10559156B2 (en) 2017-11-13 2020-02-11 Kabushiki Kaisha Toshiba Method and system for detecting nationality of a financial document from layout of an input image of the financial document

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0232679A (ja) * 1988-07-22 1990-02-02 Hitachi Ltd ニューラルネットによるデータ通信方法および装置
WO1991019267A1 (en) * 1990-06-06 1991-12-12 Hughes Aircraft Company Neural network processor
US5276772A (en) * 1991-01-31 1994-01-04 Ail Systems, Inc. Real time adaptive probabilistic neural network system and method for data sorting
DE59208632D1 (de) * 1992-01-31 1997-07-24 Mars Inc Einrichtung zur Klassifizierung eines Musters, insbesondere von einer Banknote oder von einer Münze
US5479574A (en) * 1993-04-01 1995-12-26 Nestor, Inc. Method and apparatus for adaptive classification

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE10360859A1 (de) * 2003-12-23 2005-07-21 Giesecke & Devrient Gmbh Banknotenbearbeitungsmaschine und Verfahren für das Erkennen von gefälschten Banknoten
US8077961B2 (en) 2003-12-23 2011-12-13 Giesecke & Devrient Gmbh Bank note processing machine and method for identifying forged bank notes

Also Published As

Publication number Publication date
ZA949410B (en) 1995-08-14
US5619620A (en) 1997-04-08
GB9326440D0 (en) 1994-02-23
DE69417378D1 (de) 1999-04-29
JPH07230566A (ja) 1995-08-29
ES2131644T3 (es) 1999-08-01
JP3705619B2 (ja) 2005-10-12
EP0660276A3 (de) 1997-07-23
EP0660276B1 (de) 1999-03-24
EP0660276A2 (de) 1995-06-28

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Legal Events

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8364 No opposition during term of opposition
8328 Change in the person/name/address of the agent

Free format text: V. BEZOLD & SOZIEN, 80799 MUENCHEN

8320 Willingness to grant licences declared (paragraph 23)