SG11202109983RA - Detecting spoofing of facial recognition with mobile devices - Google Patents

Detecting spoofing of facial recognition with mobile devices

Info

Publication number
SG11202109983RA
SG11202109983RA SG11202109983RA SG11202109983RA SG 11202109983R A SG11202109983R A SG 11202109983RA SG 11202109983R A SG11202109983R A SG 11202109983RA SG 11202109983R A SG11202109983R A SG 11202109983RA
Authority
SG
Singapore
Prior art keywords
mobile devices
facial recognition
detecting spoofing
spoofing
detecting
Prior art date
Application number
Inventor
Fengjun Lv
Dushyant Goyal
Yang Wang
Adam Perold
Original Assignee
Element 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 Element Inc filed Critical Element Inc
Publication of SG11202109983RA publication Critical patent/SG11202109983RA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • G06V10/235—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on user input or interaction
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
    • 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • 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
    • G06V40/40—Spoof detection, e.g. liveness detection
    • 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
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G06V40/45—Detection of the body part being alive
    • 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
    • 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
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic
    • H04L63/1483—Countermeasures against malicious traffic service impersonation, e.g. phishing, pharming or web spoofing

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Human Computer Interaction (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Hardware Design (AREA)
  • Signal Processing (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Biomedical Technology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Collating Specific Patterns (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
SG11202109983R 2019-03-12 2020-03-11 Detecting spoofing of facial recognition with mobile devices SG11202109983RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201962817554P 2019-03-12 2019-03-12
PCT/US2020/022168 WO2020185948A1 (en) 2019-03-12 2020-03-11 Detecting spoofing of facial recognition with mobile devices

Publications (1)

Publication Number Publication Date
SG11202109983RA true SG11202109983RA (en) 2021-10-28

Family

ID=72424323

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202109983R SG11202109983RA (en) 2019-03-12 2020-03-11 Detecting spoofing of facial recognition with mobile devices

Country Status (11)

Country Link
US (1) US11343277B2 (en)
EP (1) EP3938953A4 (en)
JP (1) JP7464619B2 (en)
KR (1) KR20220004628A (en)
CN (1) CN113826110B (en)
AU (1) AU2020237108B2 (en)
BR (1) BR112021018149B1 (en)
CA (1) CA3133229C (en)
SG (1) SG11202109983RA (en)
TW (1) TWI781383B (en)
WO (1) WO2020185948A1 (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019056004A1 (en) 2017-09-18 2019-03-21 Element, Inc. Methods, systems, and media for detecting spoofing in mobile authentication
US11343277B2 (en) 2019-03-12 2022-05-24 Element Inc. Methods and systems for detecting spoofing of facial recognition in connection with mobile devices
US11507248B2 (en) 2019-12-16 2022-11-22 Element Inc. Methods, systems, and media for anti-spoofing using eye-tracking
JP2023511242A (en) * 2020-12-31 2023-03-17 商▲湯▼国▲際▼私人有限公司 METHOD, APPARATUS, DEVICE AND RECORDING MEDIUM FOR RELATED OBJECT DETECTION IN IMAGE
US11922731B1 (en) 2021-06-30 2024-03-05 Jumio Corporation Liveness detection
FR3127610A1 (en) * 2021-09-27 2023-03-31 Idemia Identity & Security France Method for imaging a body part of a user, anti-replay method of a displacement of a body part and associated computer program product
ES2957496A1 (en) * 2022-06-09 2024-01-19 Fenomatch S L PROCEDURE FOR SELECTION AMONG A GROUP OF DONORS THROUGH FACIAL MATCHING, THROUGH A 2D FACIAL IMAGE OF THE DONOR SUBJECT (Machine-translation by Google Translate, not legally binding)

Family Cites Families (185)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3733861A (en) 1972-01-19 1973-05-22 Recognition Devices Electronic recognition door lock
US4371951A (en) 1980-09-29 1983-02-01 Control Data Corporation Apparatus for converting serial input sparse vector format to parallel unpacked format for input to tandem arithmetic logic units
US5067164A (en) 1989-11-30 1991-11-19 At&T Bell Laboratories Hierarchical constrained automatic learning neural network for character recognition
US5058179A (en) 1990-01-31 1991-10-15 At&T Bell Laboratories Hierarchical constrained automatic learning network for character recognition
US5450523A (en) 1990-11-15 1995-09-12 Matsushita Electric Industrial Co., Ltd. Training module for estimating mixture Gaussian densities for speech unit models in speech recognition systems
US5774059A (en) 1995-07-20 1998-06-30 Vindicator Corporation Programmable electronic lock
CA2156236C (en) 1995-08-16 1999-07-20 Stephen J. Borza Biometrically secured control system for preventing the unauthorized use of a vehicle
JP2815045B2 (en) 1996-12-16 1998-10-27 日本電気株式会社 Image feature extraction device, image feature analysis device, and image matching system
US6152563A (en) 1998-02-20 2000-11-28 Hutchinson; Thomas E. Eye gaze direction tracker
US6178255B1 (en) 1998-04-28 2001-01-23 Cross Match Technologies, Inc. Individualized fingerprint scanner
US6274745B1 (en) 1999-03-24 2001-08-14 Tosoh Corporation Binaphthol monophosphoric acid derivative and its use
JP4727065B2 (en) 2000-05-11 2011-07-20 株式会社半導体エネルギー研究所 Authentication apparatus and communication system
JP2003533801A (en) 2000-05-16 2003-11-11 スイスコム・モバイル・アクチエンゲゼルシヤフト Biometric identification and authentication methods
US6956608B1 (en) 2000-08-11 2005-10-18 Identix Incorporated Fingerprint imaging device including an optical plate having microreflectors
US6819219B1 (en) 2000-10-13 2004-11-16 International Business Machines Corporation Method for biometric-based authentication in wireless communication for access control
JP2002259345A (en) 2001-02-27 2002-09-13 Nec Corp Method/device for authentication for preventing unauthorized use of physical feature data, and program
US6633090B2 (en) 2001-09-07 2003-10-14 Delphi Technologies, Inc. Starting system for an automotive vehicle using fingerprint recognition
JP2003148017A (en) 2001-11-08 2003-05-21 Sharp Corp Lock device, lock control system and method for controlling lock
JP2003178306A (en) 2001-12-12 2003-06-27 Toshiba Corp Personal identification device and personal identification method
US6873714B2 (en) 2002-02-19 2005-03-29 Delphi Technologies, Inc. Auto calibration and personalization of eye tracking system using larger field of view imager with higher resolution
US8590013B2 (en) 2002-02-25 2013-11-19 C. S. Lee Crawford Method of managing and communicating data pertaining to software applications for processor-based devices comprising wireless communication circuitry
US7616784B2 (en) 2002-07-29 2009-11-10 Robert William Kocher Method and apparatus for contactless hand recognition
GB2396001B (en) 2002-10-09 2005-10-26 Canon Kk Gaze tracking system
US20040114786A1 (en) 2002-12-06 2004-06-17 Cross Match Technologies, Inc. System and method for capturing print information using a coordinate conversion method
US20060133651A1 (en) 2002-12-31 2006-06-22 Polcha Andrew J Recoverable biometric identity system and method
US7680299B2 (en) 2003-02-13 2010-03-16 Nec Corporation Unauthorized person detection device and unauthorized person detection method
DE10315923A1 (en) 2003-04-08 2004-10-28 Tbs Holding Ag Procedure to detect data of uneven surfaces for biometric data, using non-contact optical sensing of surface
US6923370B2 (en) 2003-05-20 2005-08-02 Bradley L. Gotfried Access system
US6992562B2 (en) 2003-06-10 2006-01-31 Visteon Global Technologies, Inc. Biometric keyless entry system
US8948468B2 (en) * 2003-06-26 2015-02-03 Fotonation Limited Modification of viewing parameters for digital images using face detection information
US7317815B2 (en) * 2003-06-26 2008-01-08 Fotonation Vision Limited Digital image processing composition using face detection information
US8181017B2 (en) 2004-10-22 2012-05-15 Nds Limited Certificate renewal
US20060120568A1 (en) 2004-12-06 2006-06-08 Mcconville Patrick J System and method for tracking individuals
WO2006090322A1 (en) 2005-02-22 2006-08-31 Koninklijke Philips Electronics, N.V. System and method for transferring media rights under predetermined conditions
JP4696610B2 (en) 2005-03-15 2011-06-08 オムロン株式会社 Subject authentication device, face authentication device, mobile phone, and subject authentication method
US8151358B1 (en) 2005-04-07 2012-04-03 Aol Inc. Annotation of digital items in a shared list
US20060294393A1 (en) 2005-06-24 2006-12-28 Mc Call Clark E Remote biometric registration for vehicles
WO2007000504A1 (en) 2005-06-27 2007-01-04 France Telecom Biometric hand recognition method and associated system and device
US8026840B2 (en) 2005-10-28 2011-09-27 Raytheon Company Biometric radar system and method for identifying persons and positional states of persons
JP4793179B2 (en) * 2005-11-14 2011-10-12 オムロン株式会社 Authentication device and portable terminal
US8290220B2 (en) 2006-03-01 2012-10-16 Nec Corporation Face authenticating apparatus, face authenticating method, and program
DE102006018956A1 (en) 2006-04-24 2007-10-25 Robert Bosch Gmbh Particle`s mass or mass flow determining method for internal-combustion engine, involves arranging sensor in exhaust tract of engine, and comparing measured signal change of sensor with predicted signal change of sensor
US7983451B2 (en) 2006-06-30 2011-07-19 Motorola Mobility, Inc. Recognition method using hand biometrics with anti-counterfeiting
JP4807167B2 (en) 2006-07-06 2011-11-02 オムロン株式会社 Impersonation detection device
US7660442B2 (en) 2006-09-01 2010-02-09 Handshot, Llc Method and system for capturing fingerprints, palm prints and hand geometry
US7986816B1 (en) 2006-09-27 2011-07-26 University Of Alaska Methods and systems for multiple factor authentication using gaze tracking and iris scanning
AU2007302566A1 (en) 2006-09-29 2008-04-03 Scammell, Dan A system and method for verifying a user's identity in electronic transactions
JP2008242631A (en) 2007-03-26 2008-10-09 Oki Electric Ind Co Ltd Iris registration apparatus and iris authentication apparatus
US20080284726A1 (en) 2007-05-17 2008-11-20 Marc Boillot System and Method for Sensory Based Media Control
US8126788B2 (en) 2007-05-29 2012-02-28 Exaktime Innovations, Inc. Method for tracking time attendance of either a dedicated user or multiple non-dedicated users, interchangeably, using a single multi-function electronic hand-held device
CA2636304C (en) 2007-06-27 2014-12-30 Research In Motion Limited System and method for improving smart card reader reconnections
JP4693818B2 (en) 2007-07-09 2011-06-01 株式会社エヌ・ティ・ティ・ドコモ Authentication system and authentication method
GB0714344D0 (en) 2007-07-24 2007-09-05 Univ Wales Swansea Biometric attendance verification
US10169646B2 (en) * 2007-12-31 2019-01-01 Applied Recognition Inc. Face authentication to mitigate spoofing
WO2009082814A1 (en) * 2007-12-31 2009-07-09 Ray Ganong Method, system, and computer program for identification and sharing of digital images with face signatures
JP5186929B2 (en) 2008-01-21 2013-04-24 日本電気株式会社 Authentication imaging device
EP2263190A2 (en) * 2008-02-13 2010-12-22 Ubisoft Entertainment S.A. Live-action image capture
US9286742B2 (en) 2008-03-31 2016-03-15 Plantronics, Inc. User authentication system and method
US8358856B2 (en) 2008-06-02 2013-01-22 Eastman Kodak Company Semantic event detection for digital content records
US20100042940A1 (en) 2008-08-14 2010-02-18 Caterpillar Inc. Geofence system with integrated user interface
US8175379B2 (en) 2008-08-22 2012-05-08 Adobe Systems Incorporated Automatic video image segmentation
US8860795B2 (en) 2008-10-28 2014-10-14 Nec Corporation Masquerading detection system, masquerading detection method, and computer-readable storage medium
US8345932B2 (en) 2008-11-24 2013-01-01 International Business Machines Corporation Support vector machine for biometric data processing
JP5098973B2 (en) 2008-11-27 2012-12-12 富士通株式会社 Biometric authentication device, biometric authentication method, and biometric authentication program
JP4636171B2 (en) 2008-12-17 2011-02-23 トヨタ自動車株式会社 Biometric authentication system for vehicles
JP2010146502A (en) 2008-12-22 2010-07-01 Toshiba Corp Authentication processor and authentication processing method
EP2386097A4 (en) 2009-01-06 2013-02-20 Xped Holdings Pty Ltd An arrangement for managing mobile device access to precinct regions containing services and products and information
US20100191551A1 (en) 2009-01-26 2010-07-29 Apple Inc. Systems and methods for accessing hotel services using a portable electronic device
JP5436876B2 (en) 2009-02-02 2014-03-05 株式会社ディスコ Grinding method
US20100246902A1 (en) 2009-02-26 2010-09-30 Lumidigm, Inc. Method and apparatus to combine biometric sensing and other functionality
US8194938B2 (en) 2009-06-02 2012-06-05 George Mason Intellectual Properties, Inc. Face authentication using recognition-by-parts, boosting, and transduction
US8472681B2 (en) 2009-06-15 2013-06-25 Honeywell International Inc. Iris and ocular recognition system using trace transforms
US8638939B1 (en) 2009-08-20 2014-01-28 Apple Inc. User authentication on an electronic device
US8447119B2 (en) 2010-03-16 2013-05-21 Nec Laboratories America, Inc. Method and system for image classification
US8326001B2 (en) 2010-06-29 2012-12-04 Apple Inc. Low threshold face recognition
WO2012020591A1 (en) 2010-08-09 2012-02-16 日本電気株式会社 System for identifying individuals, feature value specification device, feature specification method, and recording medium
US8670935B2 (en) 2010-08-17 2014-03-11 Blackberry Limited Tagging a location by pairing devices
JP5565285B2 (en) 2010-11-19 2014-08-06 コニカミノルタ株式会社 Manufacturing method of glass optical element
US20120137137A1 (en) 2010-11-30 2012-05-31 Brickell Ernest F Method and apparatus for key provisioning of hardware devices
CN102013011B (en) * 2010-12-16 2013-09-04 重庆大学 Front-face-compensation-operator-based multi-pose human face recognition method
CN102034097B (en) * 2010-12-21 2012-07-04 中国科学院半导体研究所 Method for recognizing human face by comprehensively utilizing front and lateral images
KR101816170B1 (en) 2010-12-22 2018-01-09 한국전자통신연구원 Apparatus and method for obtaining 3D depth information
US8457370B2 (en) 2011-01-20 2013-06-04 Daon Holdings Limited Methods and systems for authenticating users with captured palm biometric data
US8675543B2 (en) 2011-02-24 2014-03-18 Verizon Patent And Licensing Inc. Route limiting in border gateway protocol over satellite networks
CN102103689B (en) * 2011-03-07 2012-07-18 北京大学 Frontal face image synthesis-based face recognition method
US8965287B2 (en) 2011-04-01 2015-02-24 Tony Lam Battery powered passive keyless entry system for premise entry
CN103477352A (en) 2011-04-11 2013-12-25 英特尔公司 Gesture recognition using depth images
US9251402B2 (en) * 2011-05-13 2016-02-02 Microsoft Technology Licensing, Llc Association and prediction in facial recognition
US9082235B2 (en) * 2011-07-12 2015-07-14 Microsoft Technology Licensing, Llc Using facial data for device authentication or subject identification
US8548207B2 (en) 2011-08-15 2013-10-01 Daon Holdings Limited Method of host-directed illumination and system for conducting host-directed illumination
US9042609B2 (en) 2011-09-05 2015-05-26 Morpho, Inc. Face authentication system, face authentication method, and face authentication program
CN102426715A (en) 2011-09-30 2012-04-25 华为技术有限公司 Unlocking method for electronic door lock, electronic door lock and electronic door lock system
US8947202B2 (en) 2011-10-20 2015-02-03 Apple Inc. Accessing a vehicle using portable devices
US9111402B1 (en) 2011-10-31 2015-08-18 Replicon, Inc. Systems and methods for capturing employee time for time and attendance management
US8235529B1 (en) 2011-11-30 2012-08-07 Google Inc. Unlocking a screen using eye tracking information
US8971591B2 (en) * 2011-12-09 2015-03-03 Google Technology Holdings LLC 3D image estimation for 2D image recognition
TW201327413A (en) 2011-12-21 2013-07-01 Xid Technologies Pte Ltd Systems and methods for face authentication or recognition using spectrally and/or temporally filtered flash illumination
US9081947B2 (en) 2011-12-27 2015-07-14 Intel Corporation Turing test based user authentication and user presence verification system, device, and method
KR101242390B1 (en) 2011-12-29 2013-03-12 인텔 코오퍼레이션 Method, apparatus and computer-readable recording medium for identifying user
US9519769B2 (en) 2012-01-09 2016-12-13 Sensible Vision, Inc. System and method for disabling secure access to an electronic device using detection of a predetermined device orientation
JP5866216B2 (en) 2012-01-31 2016-02-17 株式会社東海理化電機製作所 Electronic key registration system
US8705070B2 (en) 2012-02-24 2014-04-22 Canon Kabushiki Kaisha Systems and methods for managing use of an imaging device
US9323912B2 (en) 2012-02-28 2016-04-26 Verizon Patent And Licensing Inc. Method and system for multi-factor biometric authentication
US20130268418A1 (en) 2012-04-04 2013-10-10 Accu-Time Systems, Inc. Methods and apparatus for wireless communication of time and attendance information
HK1160574A2 (en) 2012-04-13 2012-07-13 King Hei Francis Kwong Secure electronic payment system and process
US9070162B2 (en) 2012-04-25 2015-06-30 ZR Investments, LLC Time tracking device and method
US20130286161A1 (en) 2012-04-25 2013-10-31 Futurewei Technologies, Inc. Three-dimensional face recognition for mobile devices
US9047376B2 (en) 2012-05-01 2015-06-02 Hulu, LLC Augmenting video with facial recognition
JP5780361B2 (en) 2012-05-29 2015-09-16 株式会社村田製作所 Electronic key system and electronic equipment
US20130342672A1 (en) 2012-06-25 2013-12-26 Amazon Technologies, Inc. Using gaze determination with device input
US8542879B1 (en) * 2012-06-26 2013-09-24 Google Inc. Facial recognition
US8396265B1 (en) * 2012-06-26 2013-03-12 Google Inc. Facial recognition
US8869053B2 (en) 2012-07-06 2014-10-21 Sap Ag Organizer for managing employee time and attendance
US8437513B1 (en) 2012-08-10 2013-05-07 EyeVerify LLC Spoof detection for biometric authentication
US20140195974A1 (en) 2012-08-29 2014-07-10 Identity Validation Products, Llc Method and apparatus for using a finger swipe interface to control a system
SG11201501691VA (en) 2012-09-05 2015-04-29 Element Inc Biometric authentication in connection with camera-equipped devices
US9740917B2 (en) 2012-09-07 2017-08-22 Stone Lock Global, Inc. Biometric identification systems and methods
US9002586B2 (en) 2012-12-03 2015-04-07 Honda Motor Co., Ltd. Integrated biometric switch
US8856541B1 (en) 2013-01-10 2014-10-07 Google Inc. Liveness detection
US9355612B1 (en) 2013-01-22 2016-05-31 Amazon Technologies, Inc. Display security using gaze tracking
US9244529B2 (en) 2013-01-27 2016-01-26 Dmitri Model Point-of-gaze estimation robust to head rotations and/or device rotations
US20140294257A1 (en) 2013-03-28 2014-10-02 Kevin Alan Tussy Methods and Systems for Obtaining Information Based on Facial Identification
US9003196B2 (en) 2013-05-13 2015-04-07 Hoyos Labs Corp. System and method for authorizing access to access-controlled environments
US9313200B2 (en) 2013-05-13 2016-04-12 Hoyos Labs Ip, Ltd. System and method for determining liveness
CN104166835A (en) 2013-05-17 2014-11-26 诺基亚公司 Method and device for identifying living user
US20140351163A1 (en) 2013-05-21 2014-11-27 Kevin Alan Tussy System and method for personalized delivery verification
US9014452B2 (en) 2013-08-21 2015-04-21 Seiko Epson Corporation Orientation-aware average intensity histogram to indicate object boundary depth in ultrasound images
AR097974A1 (en) 2013-10-11 2016-04-20 Element Inc SYSTEM AND METHOD FOR BIOMETRIC AUTHENTICATION IN CONNECTION WITH DEVICES EQUIPPED WITH CAMERA
KR101556599B1 (en) 2013-10-30 2015-10-02 연세대학교 산학협력단 Pattern Inputting Apparatus and Method, and Recording Medium Using the Same
US20150227780A1 (en) 2014-02-13 2015-08-13 FacialNetwork, Inc. Method and apparatus for determining identity and programing based on image features
US20150227735A1 (en) 2014-02-13 2015-08-13 Robert Chappell System and method for eye tracking authentication
US10027884B2 (en) 2014-03-05 2018-07-17 Disney Enterprises, Inc. Method for capturing photographs and videos on a handheld client device without continually observing the device's screen
KR102506826B1 (en) 2014-05-13 2023-03-06 엘리먼트, 인크. System and method for electronic key provisioning and access management in connection with mobile devices
US9408076B2 (en) * 2014-05-14 2016-08-02 The Regents Of The University Of California Sensor-assisted biometric authentication for smartphones
US20150348214A1 (en) 2014-05-28 2015-12-03 Shailendra Jain Messaging service for geofence-based automatic time clocking
US20150347833A1 (en) 2014-06-03 2015-12-03 Mark Ries Robinson Noncontact Biometrics with Small Footprint
WO2015187882A1 (en) 2014-06-03 2015-12-10 Element, Inc. Attendance authentication and management in connection with mobile devices
US11256792B2 (en) * 2014-08-28 2022-02-22 Facetec, Inc. Method and apparatus for creation and use of digital identification
US10698995B2 (en) * 2014-08-28 2020-06-30 Facetec, Inc. Method to verify identity using a previously collected biometric image/data
CA3186147A1 (en) * 2014-08-28 2016-02-28 Kevin Alan Tussy Facial recognition authentication system including path parameters
US10614204B2 (en) * 2014-08-28 2020-04-07 Facetec, Inc. Facial recognition authentication system including path parameters
US10803160B2 (en) 2014-08-28 2020-10-13 Facetec, Inc. Method to verify and identify blockchain with user question data
US10915618B2 (en) * 2014-08-28 2021-02-09 Facetec, Inc. Method to add remotely collected biometric images / templates to a database record of personal information
US9405967B2 (en) * 2014-09-03 2016-08-02 Samet Privacy Llc Image processing apparatus for facial recognition
EP4047551A1 (en) 2014-10-15 2022-08-24 NEC Corporation Impersonation detection device, impersonation detection method, and recording medium
GB2532075A (en) 2014-11-10 2016-05-11 Lego As System and method for toy recognition and detection based on convolutional neural networks
WO2016076914A1 (en) 2014-11-13 2016-05-19 Intel Corporation Facial liveness detection in image biometrics
US9928603B2 (en) 2014-12-31 2018-03-27 Morphotrust Usa, Llc Detecting facial liveliness
USD763872S1 (en) 2015-01-07 2016-08-16 Facetec, Inc. Display screen or portion thereof with graphical user interface
US10678897B2 (en) 2015-04-16 2020-06-09 Tobii Ab Identification, authentication, and/or guiding of a user using gaze information
CN114077726A (en) 2015-04-16 2022-02-22 托比股份公司 System, method and machine-readable medium for authenticating a user
RU2715521C2 (en) 2015-06-16 2020-02-28 Айверифай Инк. Systems and methods for detecting fraudulent objects and analysing vitality
US10094655B2 (en) * 2015-07-15 2018-10-09 15 Seconds of Fame, Inc. Apparatus and methods for facial recognition and video analytics to identify individuals in contextual video streams
CN105023010B (en) * 2015-08-17 2018-11-06 中国科学院半导体研究所 A kind of human face in-vivo detection method and system
US20170053175A1 (en) 2015-08-17 2017-02-23 Facetec, Inc. System and method for validating three-dimensional objects
CN105184246B (en) 2015-08-28 2020-05-19 北京旷视科技有限公司 Living body detection method and living body detection system
KR102377182B1 (en) 2015-09-01 2022-03-22 엘지전자 주식회사 Mobile terminal and control method for the mobile terminal
US20170186170A1 (en) 2015-12-24 2017-06-29 Thomas A. Nugraha Facial contour recognition for identification
US10102358B2 (en) 2015-12-29 2018-10-16 Sensory, Incorporated Face-controlled liveness verification
US10733275B1 (en) 2016-04-01 2020-08-04 Massachusetts Mutual Life Insurance Company Access control through head imaging and biometric authentication
US10063560B2 (en) 2016-04-29 2018-08-28 Microsoft Technology Licensing, Llc Gaze-based authentication
KR102471916B1 (en) 2016-06-03 2022-11-29 엘지전자 주식회사 Mobile device and method for controlling thereof
KR20180006133A (en) 2016-07-08 2018-01-17 삼성전자주식회사 Electronic device and operating method thereof
US10089521B2 (en) * 2016-09-02 2018-10-02 VeriHelp, Inc. Identity verification via validated facial recognition and graph database
CN107886032B (en) 2016-09-30 2021-12-14 阿里巴巴集团控股有限公司 Terminal device, smart phone, authentication method and system based on face recognition
CN106503687B (en) * 2016-11-09 2019-04-05 合肥工业大学 Merge the monitor video system for identifying figures and its method of face multi-angle feature
WO2018125563A1 (en) 2016-12-30 2018-07-05 Tobii Ab Identification, authentication, and/or guiding of a user using gaze information
US9983687B1 (en) 2017-01-06 2018-05-29 Adtile Technologies Inc. Gesture-controlled augmented reality experience using a mobile communications device
US10747859B2 (en) 2017-01-06 2020-08-18 International Business Machines Corporation System, method and computer program product for stateful instruction-based dynamic man-machine interactions for humanness validation
GB2560340A (en) 2017-03-07 2018-09-12 Eyn Ltd Verification method and system
CN107609471A (en) * 2017-08-02 2018-01-19 深圳元见智能科技有限公司 A kind of human face in-vivo detection method
CN107622227B (en) * 2017-08-25 2021-04-13 深圳依偎控股有限公司 3D face recognition method, terminal device and readable storage medium
KR102185854B1 (en) * 2017-09-09 2020-12-02 애플 인크. Implementation of biometric authentication
KR102301599B1 (en) 2017-09-09 2021-09-10 애플 인크. Implementation of biometric authentication
WO2019056004A1 (en) 2017-09-18 2019-03-21 Element, Inc. Methods, systems, and media for detecting spoofing in mobile authentication
CN109583285B (en) * 2017-09-29 2023-03-07 阿里巴巴集团控股有限公司 Object recognition method
CN107800964A (en) * 2017-10-26 2018-03-13 武汉大学 It is a kind of that method of the face automatic detection with capturing is realized based on dual camera
CA3080399A1 (en) * 2017-10-30 2019-05-09 The Research Foundation For The State University Of New York System and method associated with user authentication based on an acoustic-based echo-signature
CN108154099B (en) * 2017-12-20 2021-04-30 北京奇艺世纪科技有限公司 Figure identification method and device and electronic equipment
WO2019151368A1 (en) 2018-02-01 2019-08-08 日本電気株式会社 Biometric authentication device, system, method and recording medium
CN108596135A (en) * 2018-04-26 2018-09-28 上海诚数信息科技有限公司 Personal identification method and system
US11093772B2 (en) * 2018-06-11 2021-08-17 Laurence Hamid Liveness detection
US11343277B2 (en) 2019-03-12 2022-05-24 Element Inc. Methods and systems for detecting spoofing of facial recognition in connection with mobile devices
US10997396B2 (en) * 2019-04-05 2021-05-04 Realnetworks, Inc. Face liveness detection systems and methods
US11507248B2 (en) 2019-12-16 2022-11-22 Element Inc. Methods, systems, and media for anti-spoofing using eye-tracking

Also Published As

Publication number Publication date
TW202040427A (en) 2020-11-01
US11343277B2 (en) 2022-05-24
BR112021018149B1 (en) 2023-12-26
KR20220004628A (en) 2022-01-11
EP3938953A4 (en) 2022-12-28
AU2020237108B2 (en) 2022-12-15
CA3133229C (en) 2023-04-04
JP2022525138A (en) 2022-05-11
CN113826110B (en) 2023-06-20
BR112021018149A2 (en) 2022-01-18
WO2020185948A1 (en) 2020-09-17
CN113826110A (en) 2021-12-21
JP7464619B2 (en) 2024-04-09
CA3133229A1 (en) 2020-09-17
TWI781383B (en) 2022-10-21
US20200296132A1 (en) 2020-09-17
EP3938953A1 (en) 2022-01-19
AU2020237108A1 (en) 2021-11-04

Similar Documents

Publication Publication Date Title
SG11202109983RA (en) Detecting spoofing of facial recognition with mobile devices
GB2571191B (en) Fingerprint recognition device and display device and mobile terminal using fingerprint recognition device
EP3101588A4 (en) Fingerprint identification device and mobile terminal having same
EP3605387A4 (en) Optical fingerprint recognition assembly, display apparatus and mobile terminal
EP3509040A4 (en) Mobile terminal unlocking method and system based on fingerprint recognition and nfc
EP3507938A4 (en) Biometric identification and verification among iot devices and applications
EP3259877A4 (en) Secure authentication of user and mobile device
EP3242246A4 (en) Fingerprint recognition sensor and terminal device
EP3847477A4 (en) Detection and ranging using multi-radio mobile devices
EP3086260A4 (en) Fingerprint detection device and mobile terminal
EP3226445A4 (en) Channel detection method and system, device having functions of base station, and terminal
EP3544002A4 (en) Speech recognition device and speech recognition system
EP3143485A4 (en) Method of controlling mobile terminal using fingerprint recognition and mobile terminal using the same
EP3739547A4 (en) Facial recognition device
EP3739551A4 (en) Facial recognition device
EP3686768A4 (en) Fingerprint recognition module and terminal device
EP3438798A4 (en) Fingerprint module and mobile terminal
EP3229516A4 (en) Method and device for fingerprint registration and mobile terminal
EP3584783A4 (en) Light-emitting device and mobile terminal
EP3457315A4 (en) Fingerprint module and mobile terminal having same
EP3168839A4 (en) Voice recognition device and voice recognition system
EP3340108A4 (en) Sensor device and mobile terminal
IL269372A (en) Wireless device detection, tracking, and authentication platform and techniques
EP3681136A4 (en) Human-face recognition method and mobile terminal
EP3739482A4 (en) Facial recognition device