EA201590485A1 - Система и способ биометрической аутентификации с использованием устройств, снабженных камерами - Google Patents

Система и способ биометрической аутентификации с использованием устройств, снабженных камерами

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Publication number
EA201590485A1
EA201590485A1 EA201590485A EA201590485A EA201590485A1 EA 201590485 A1 EA201590485 A1 EA 201590485A1 EA 201590485 A EA201590485 A EA 201590485A EA 201590485 A EA201590485 A EA 201590485A EA 201590485 A1 EA201590485 A1 EA 201590485A1
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EA
Eurasian Patent Office
Prior art keywords
authentication
present
cameras
devices
palm
Prior art date
Application number
EA201590485A
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English (en)
Inventor
Янн Лекун
Адам Перолд
Ян Ван
Сагар Вагхмаре
Original Assignee
Элемент, Инк.
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Publication date
Application filed by Элемент, Инк. filed Critical Элемент, Инк.
Publication of EA201590485A1 publication Critical patent/EA201590485A1/ru

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
    • H04L63/0861—Network architectures or network communication protocols for network security for authentication of entities using biometrical features, e.g. fingerprint, retina-scan
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
    • G06V10/464—Salient features, e.g. scale invariant feature transforms [SIFT] using a plurality of salient features, e.g. bag-of-words [BoW] representations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763—Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; 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
    • G06V40/13—Sensors therefor
    • G06V40/1312—Sensors therefor direct reading, e.g. contactless acquisition
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L9/00—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols
    • H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
    • H04L9/3226—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials using a predetermined code, e.g. password, passphrase or PIN
    • H04L9/3231—Biological data, e.g. fingerprint, voice or retina

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Computer Security & Cryptography (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computer Hardware Design (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Human Computer Interaction (AREA)
  • Collating Specific Patterns (AREA)
  • Image Analysis (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Image Input (AREA)

Abstract

Настоящее изобретение относится в целом к использованию биометрических технологий для аутентификации и идентификации и, более конкретно, к бесконтактным способам аутентификации и идентификации пользователей с использованием компьютеров, таких как мобильные устройства, для выборочного разрешения или отказа в доступе к различным ресурсам, причем аутентификация и/или идентификация по настоящему изобретению осуществляется с использованием изображения или серии изображений ладони человека путем выполнения способа, включающего следующие стадии: 1) обнаружение области ладони с использованием локальных классификаторов; 2) считывание признаков из зон, представляющих интерес; и 3) вычисление оценки соответствия моделям пользователей, записанным в базе данных, которая может расширяться динамически с использованием процесса обучения.
EA201590485A 2012-09-05 2013-09-05 Система и способ биометрической аутентификации с использованием устройств, снабженных камерами EA201590485A1 (ru)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201261696820P 2012-09-05 2012-09-05
PCT/US2013/058343 WO2014039732A2 (en) 2012-09-05 2013-09-05 System and method for biometric authentication in connection with camera-equipped devices

Publications (1)

Publication Number Publication Date
EA201590485A1 true EA201590485A1 (ru) 2015-12-30

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EA201590485A EA201590485A1 (ru) 2012-09-05 2013-09-05 Система и способ биометрической аутентификации с использованием устройств, снабженных камерами

Country Status (19)

Country Link
US (3) US20140068740A1 (ru)
EP (2) EP2893489B1 (ru)
JP (3) JP2015529365A (ru)
KR (1) KR101938033B1 (ru)
CN (1) CN104756135B (ru)
AP (1) AP2015008348A0 (ru)
AU (2) AU2013312495B2 (ru)
BR (1) BR112015004867B1 (ru)
CA (1) CA2884096C (ru)
EA (1) EA201590485A1 (ru)
ES (1) ES2791776T3 (ru)
HK (1) HK1212494A1 (ru)
IL (2) IL237556B (ru)
MX (1) MX346218B (ru)
MY (1) MY181564A (ru)
PH (2) PH12015500481B1 (ru)
SG (1) SG11201501691VA (ru)
WO (1) WO2014039732A2 (ru)
ZA (1) ZA201502207B (ru)

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