CA2256672A1 - Biometric recognition using a classification neural network - Google Patents

Biometric recognition using a classification neural network

Info

Publication number
CA2256672A1
CA2256672A1 CA002256672A CA2256672A CA2256672A1 CA 2256672 A1 CA2256672 A1 CA 2256672A1 CA 002256672 A CA002256672 A CA 002256672A CA 2256672 A CA2256672 A CA 2256672A CA 2256672 A1 CA2256672 A1 CA 2256672A1
Authority
CA
Canada
Prior art keywords
master
pattern set
neural network
features
user
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.)
Granted
Application number
CA002256672A
Other languages
French (fr)
Other versions
CA2256672C (en
Inventor
Mark J. Brady
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 Co
Original Assignee
Minnesota Mining And Manufacturing Company
Mark J. Brady
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 Minnesota Mining And Manufacturing Company, Mark J. Brady filed Critical Minnesota Mining And Manufacturing Company
Publication of CA2256672A1 publication Critical patent/CA2256672A1/en
Application granted granted Critical
Publication of CA2256672C publication Critical patent/CA2256672C/en
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1347—Preprocessing; Feature extraction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Collating Specific Patterns (AREA)

Abstract

A biometric recognition system involves two phases: creation of a master pattern set of authorized users biometric indicia and authentication using a classification neural network. To create the master pattern set, an image of an authorized biometric user's indicia is divided into a plurality of regions of interest or "features". The system determines which features are the most useful for identification purposes. Master patterns are then created from these master features, thus creating a master set. During authentication, a sample pattern set of a user to be authenticated is similarly created. A neural network is used to compare the sample pattern set with the master pattern set to determine whether the user should be authenticated.
CA002256672A 1996-06-11 1997-04-21 Biometric recognition using a classification neural network Expired - Fee Related CA2256672C (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US08/664,215 1996-06-11
US08/664,215 US5892838A (en) 1996-06-11 1996-06-11 Biometric recognition using a classification neural network
PCT/US1997/006583 WO1997048067A1 (en) 1996-06-11 1997-04-21 Biometric recognition using a classification neural network

Publications (2)

Publication Number Publication Date
CA2256672A1 true CA2256672A1 (en) 1997-12-18
CA2256672C CA2256672C (en) 2006-06-20

Family

ID=24665072

Family Applications (1)

Application Number Title Priority Date Filing Date
CA002256672A Expired - Fee Related CA2256672C (en) 1996-06-11 1997-04-21 Biometric recognition using a classification neural network

Country Status (11)

Country Link
US (1) US5892838A (en)
EP (1) EP0976087B1 (en)
JP (1) JP3975248B2 (en)
KR (1) KR100447023B1 (en)
AR (1) AR007516A1 (en)
AU (1) AU2805597A (en)
BR (1) BR9709670A (en)
CA (1) CA2256672C (en)
DE (1) DE69719085T2 (en)
ES (1) ES2189958T3 (en)
WO (1) WO1997048067A1 (en)

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Also Published As

Publication number Publication date
ES2189958T3 (en) 2003-07-16
AU2805597A (en) 1998-01-07
KR20000016451A (en) 2000-03-25
DE69719085D1 (en) 2003-03-20
KR100447023B1 (en) 2004-11-06
JP2000512047A (en) 2000-09-12
DE69719085T2 (en) 2003-07-31
CA2256672C (en) 2006-06-20
EP0976087B1 (en) 2003-02-12
JP3975248B2 (en) 2007-09-12
EP0976087A1 (en) 2000-02-02
WO1997048067A1 (en) 1997-12-18
AR007516A1 (en) 1999-11-10
BR9709670A (en) 2000-05-09
US5892838A (en) 1999-04-06

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