CN110892693B - 用于生物特征识别的系统和方法 - Google Patents

用于生物特征识别的系统和方法 Download PDF

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CN110892693B
CN110892693B CN201880046426.7A CN201880046426A CN110892693B CN 110892693 B CN110892693 B CN 110892693B CN 201880046426 A CN201880046426 A CN 201880046426A CN 110892693 B CN110892693 B CN 110892693B
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CN110892693A (zh
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S·斯特赖特
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Vertim Intellectual Property Co ltd
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31—User authentication
    • G06F21/32—User authentication using biometric data, e.g. fingerprints, iris scans or voiceprints
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G06F18/24133—Distances to prototypes
    • G06F18/24137—Distances to cluster centroïds
    • G06F18/2414—Smoothing the distance, e.g. radial basis function networks [RBFN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F7/00—Methods or arrangements for processing data by operating upon the order or content of the data handled
    • G06F7/38—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation
    • G06F7/48—Methods or arrangements for performing computations using exclusively denominational number representation, e.g. using binary, ternary, decimal representation using non-contact-making devices, e.g. tube, solid state device; using unspecified devices
    • G06F7/483—Computations with numbers represented by a non-linear combination of denominational numbers, e.g. rational numbers, logarithmic number system or floating-point numbers
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21—Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2107—File encryption
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/048—Activation functions

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  • Engineering & Computer Science (AREA)
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  • Computer Security & Cryptography (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Computer Hardware Design (AREA)
  • Human Computer Interaction (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Nonlinear Science (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Collating Specific Patterns (AREA)
  • Storage Device Security (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Electrotherapy Devices (AREA)
CN201880046426.7A 2017-05-11 2018-05-07 用于生物特征识别的系统和方法 Active CN110892693B (zh)

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US15/592,542 2017-05-11
US15/592,542 US10255040B2 (en) 2017-05-11 2017-05-11 System and method for biometric identification
PCT/US2018/031368 WO2018208661A1 (en) 2017-05-11 2018-05-07 System and method for biometric identification

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EP (1) EP3635937B1 (https=)
JP (1) JP7060619B2 (https=)
KR (1) KR102536354B1 (https=)
CN (1) CN110892693B (https=)
AU (1) AU2018266602B2 (https=)
BR (1) BR112019023750A2 (https=)
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Families Citing this family (43)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11594072B1 (en) 2012-09-07 2023-02-28 Stone Lock Global, Inc. Methods and apparatus for access control using biometric verification
US11017214B1 (en) * 2012-09-07 2021-05-25 Stone Lock Global, Inc. Methods and apparatus for biometric verification
US11163984B2 (en) * 2012-09-07 2021-11-02 Stone Lock Global, Inc. Methods and apparatus for constructing biometrical templates using facial profiles of users
US11017211B1 (en) * 2012-09-07 2021-05-25 Stone Lock Global, Inc. Methods and apparatus for biometric verification
US11163983B2 (en) * 2012-09-07 2021-11-02 Stone Lock Global, Inc. Methods and apparatus for aligning sampling points of facial profiles of users
US11301670B2 (en) * 2012-09-07 2022-04-12 Stone Lock Global, Inc. Methods and apparatus for collision detection in biometric verification
US11017213B1 (en) * 2012-09-07 2021-05-25 Stone Lock Global, Inc. Methods and apparatus for biometric verification
US11017212B2 (en) * 2012-09-07 2021-05-25 Stone Lock Global, Inc. Methods and apparatus for biometric verification
US11275929B2 (en) * 2012-09-07 2022-03-15 Stone Lock Global, Inc. Methods and apparatus for privacy protection during biometric verification
US9838388B2 (en) * 2014-08-26 2017-12-05 Veridium Ip Limited System and method for biometric protocol standards
US11329980B2 (en) 2015-08-21 2022-05-10 Veridium Ip Limited System and method for biometric protocol standards
US10713535B2 (en) * 2017-09-15 2020-07-14 NovuMind Limited Methods and processes of encrypted deep learning services
US11496467B2 (en) * 2017-11-07 2022-11-08 Visa International Service Association Biometric validation process utilizing access device and location determination
US11449587B2 (en) * 2017-11-20 2022-09-20 Ppip, Llc Systems and methods for biometric identity and authentication
US11502841B2 (en) 2018-03-07 2022-11-15 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US10721070B2 (en) 2018-03-07 2020-07-21 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US11170084B2 (en) 2018-06-28 2021-11-09 Private Identity Llc Biometric authentication
US11392802B2 (en) 2018-03-07 2022-07-19 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US11489866B2 (en) 2018-03-07 2022-11-01 Private Identity Llc Systems and methods for private authentication with helper networks
US11138333B2 (en) * 2018-03-07 2021-10-05 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US10938852B1 (en) 2020-08-14 2021-03-02 Private Identity Llc Systems and methods for private authentication with helper networks
US11265168B2 (en) 2018-03-07 2022-03-01 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US11394552B2 (en) 2018-03-07 2022-07-19 Private Identity Llc Systems and methods for privacy-enabled biometric processing
US11210375B2 (en) 2018-03-07 2021-12-28 Private Identity Llc Systems and methods for biometric processing with liveness
US11789699B2 (en) 2018-03-07 2023-10-17 Private Identity Llc Systems and methods for private authentication with helper networks
CN108595927B (zh) * 2018-04-04 2023-09-19 北京市商汤科技开发有限公司 身份认证、解锁及支付方法、装置、存储介质、产品和设备
FR3087028B1 (fr) * 2018-10-04 2021-05-07 Idemia Identity & Security France Procede de classification securisee d'une donnee d'entree au moyen d'un reseau de neurones a convolution
US11079911B2 (en) * 2018-12-26 2021-08-03 Synaptics Incorporated Enrollment-free offline device personalization
US11201745B2 (en) * 2019-01-10 2021-12-14 International Business Machines Corporation Method and system for privacy preserving biometric authentication
US11495041B2 (en) * 2019-03-29 2022-11-08 Jumio Corporation Biometric identification using composite hand images
CN110414200B (zh) * 2019-04-08 2021-07-23 广州腾讯科技有限公司 身份验证方法、装置、存储介质和计算机设备
CN110048827B (zh) * 2019-04-15 2021-05-14 电子科技大学 一种基于深度学习卷积神经网络的类模板攻击方法
CN110598438B (zh) * 2019-07-19 2023-05-30 福州大学 基于深度卷积神经网络的云中保护外包数据隐私保护系统
AU2020316421B2 (en) * 2019-07-23 2025-10-23 Veridium Ip Limited System and method for biometric protocol standards
EP4032015B1 (en) * 2019-09-17 2025-09-10 Private Identity LLC Systems and methods for privacy-enabled biometric processing
CN110889070B (zh) * 2019-11-14 2023-06-30 深圳小蛙出海科技有限公司 一种内容推送方法、计算机装置及系统
US12099997B1 (en) 2020-01-31 2024-09-24 Steven Mark Hoffberg Tokenized fungible liabilities
WO2022015948A1 (en) * 2020-07-15 2022-01-20 Georgia Tech Research Corporation Privacy-preserving fuzzy query system and method
USD976904S1 (en) 2020-12-18 2023-01-31 Stone Lock Global, Inc. Biometric scanner
US12197539B2 (en) * 2021-02-05 2025-01-14 Microsoft Technology Licensing, Llc Secure storage and processing of data for generating training data
FR3125188B1 (fr) * 2021-07-07 2024-04-12 Idemia Identity & Security France Procédés de comparaison de bases de données biométriques confidentielles
CN114155410B (zh) * 2021-12-09 2025-08-19 京东科技信息技术有限公司 图池化、分类模型训练、重建模型训练方法和装置
US20250232061A1 (en) * 2024-01-12 2025-07-17 Bank Of America Corporation System and method for securing electronic identity data using electronic data obfuscation and masking

Family Cites Families (28)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5161204A (en) 1990-06-04 1992-11-03 Neuristics, Inc. Apparatus for generating a feature matrix based on normalized out-class and in-class variation matrices
EP1759330B1 (en) * 2004-06-09 2018-08-08 Koninklijke Philips Electronics N.V. Biometric template similarity based on feature locations
US8275175B2 (en) 2005-07-29 2012-09-25 Telecom Italia S.P.A. Automatic biometric identification based on face recognition and support vector machines
US20080298642A1 (en) * 2006-11-03 2008-12-04 Snowflake Technologies Corporation Method and apparatus for extraction and matching of biometric detail
US8041956B1 (en) * 2010-08-16 2011-10-18 Daon Holdings Limited Method and system for biometric authentication
WO2012123727A1 (en) 2011-03-11 2012-09-20 Callsign, Inc Personal identity control
US8942431B2 (en) * 2012-06-24 2015-01-27 Neurologix Security Group Inc Biometrics based methods and systems for user authentication
US8369595B1 (en) 2012-08-10 2013-02-05 EyeVerify LLC Texture features for biometric authentication
US8811772B2 (en) * 2012-08-21 2014-08-19 Tianzhi Yang Mapping evaluating for spatial point sets
JP2014126865A (ja) * 2012-12-27 2014-07-07 Fujitsu Ltd 暗号処理装置および方法
US8966277B2 (en) * 2013-03-15 2015-02-24 Mitsubishi Electric Research Laboratories, Inc. Method for authenticating an encryption of biometric data
US9003196B2 (en) * 2013-05-13 2015-04-07 Hoyos Labs Corp. System and method for authorizing access to access-controlled environments
US10095917B2 (en) * 2013-11-04 2018-10-09 Facebook, Inc. Systems and methods for facial representation
US9838388B2 (en) 2014-08-26 2017-12-05 Veridium Ip Limited System and method for biometric protocol standards
IL231862A (en) 2014-04-01 2015-04-30 Superfish Ltd Image representation using a neural network
US20150356704A1 (en) * 2014-06-08 2015-12-10 Yeda Research And Development Co. Ltd. Good planar mappings and controlling singular values with semidefinite programming
JP2016139176A (ja) * 2015-01-26 2016-08-04 シャープ株式会社 画像処理装置、画像処理システム、画像処理方法、およびその画像処理プログラム
CN104616032B (zh) * 2015-01-30 2018-02-09 浙江工商大学 基于深度卷积神经网络的多摄像机系统目标匹配方法
CN104766062A (zh) * 2015-04-07 2015-07-08 广西大学 基于轻量级智能终端的人脸识别系统及注册、识别方法
PH12018500541B1 (en) * 2015-09-11 2024-04-12 Jumio Corp Method and system for determining a quality metric in biometric authentication
JP6504013B2 (ja) * 2015-10-13 2019-04-24 富士通株式会社 暗号処理方法、暗号処理装置、および暗号処理プログラム
US20170124263A1 (en) * 2015-10-30 2017-05-04 Northrop Grumman Systems Corporation Workflow and interface manager for a learning health system
US9846800B2 (en) 2015-11-16 2017-12-19 MorphoTrak, LLC Fingerprint matching using virtual minutiae
CN105553980A (zh) * 2015-12-18 2016-05-04 北京理工大学 基于云计算的安全指纹识别系统和方法
CN105956532B (zh) * 2016-04-25 2019-05-21 大连理工大学 一种基于多尺度卷积神经网络的交通场景分类方法
IL297603A (en) * 2016-06-03 2022-12-01 Magic Leap Inc Augmented reality identity verification
CN106227851B (zh) * 2016-07-29 2019-10-01 汤一平 基于深度卷积神经网络的分层深度搜索的图像检索方法
JP6900664B2 (ja) * 2016-12-14 2021-07-07 富士通株式会社 画像処理装置、画像処理方法および画像処理プログラム

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EP3635937A1 (en) 2020-04-15
JP2020520509A (ja) 2020-07-09
WO2018208661A9 (en) 2019-05-09
ZA201907621B (en) 2021-04-28
EP3635937B1 (en) 2024-06-26
WO2018208661A1 (en) 2018-11-15
AU2018266602A1 (en) 2019-12-12
AU2018266602B2 (en) 2023-01-12
EP3635937C0 (en) 2024-06-26
JP7060619B2 (ja) 2022-04-26
US20180330179A1 (en) 2018-11-15
CA3063126A1 (en) 2018-11-15
BR112019023750A2 (pt) 2020-05-26
KR102536354B1 (ko) 2023-05-23
KR20200007010A (ko) 2020-01-21
US10255040B2 (en) 2019-04-09
MX2019013495A (es) 2020-11-06
CN110892693A (zh) 2020-03-17
EP3635937A4 (en) 2021-01-20
CO2019013817A2 (es) 2020-01-17

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