SG11201706036WA - Method and device for face in-vivo detection - Google Patents

Method and device for face in-vivo detection

Info

Publication number
SG11201706036WA
SG11201706036WA SG11201706036WA SG11201706036WA SG11201706036WA SG 11201706036W A SG11201706036W A SG 11201706036WA SG 11201706036W A SG11201706036W A SG 11201706036WA SG 11201706036W A SG11201706036W A SG 11201706036WA SG 11201706036W A SG11201706036W A SG 11201706036WA
Authority
SG
Singapore
Prior art keywords
face
device
method
vivo detection
vivo
Prior art date
Application number
SG11201706036WA
Inventor
Peng Li
Original Assignee
Alibaba Group Holding Ltd
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
Priority to CN201510038591.6A priority Critical patent/CN105893920B/en
Application filed by Alibaba Group Holding Ltd filed Critical Alibaba Group Holding Ltd
Priority to PCT/US2016/014698 priority patent/WO2016123008A1/en
Publication of SG11201706036WA publication Critical patent/SG11201706036WA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00268Feature extraction; Face representation
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/00711Recognising video content, e.g. extracting audiovisual features from movies, extracting representative key-frames, discriminating news vs. sport content
    • G06K9/00765Segmenting video sequences, i.e. computational techniques such as parsing or cutting the sequence, low-level clustering or determining units such as shots and scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00288Classification, e.g. identification
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/00664Recognising scenes such as could be captured by a camera operated by a pedestrian or robot, including objects at substantially different ranges from the camera
    • G06K9/00684Categorising the entire scene, e.g. birthday party or wedding scene
    • G06K9/00697Outdoor scenes
    • G06K9/00704Urban scenes
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00624Recognising scenes, i.e. recognition of a whole field of perception; recognising scene-specific objects
    • G06K9/00711Recognising video content, e.g. extracting audiovisual features from movies, extracting representative key-frames, discriminating news vs. sport content
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00885Biometric patterns not provided for under G06K9/00006, G06K9/00154, G06K9/00335, G06K9/00362, G06K9/00597; Biometric specific functions not specific to the kind of biometric
    • G06K9/00899Spoof detection
    • G06K9/00906Detection of body part being alive
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/4604Detecting partial patterns, e.g. edges or contours, or configurations, e.g. loops, corners, strokes, intersections
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/4642Extraction of features or characteristics of the image by performing operations within image blocks or by using histograms
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/4652Extraction of features or characteristics of the image related to colour
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K9/52Extraction of features or characteristics of the image by deriving mathematical or geometrical properties from the whole image
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6201Matching; Proximity measures
    • G06K9/6215Proximity measures, i.e. similarity or distance measures
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62Methods or arrangements for recognition using electronic means
    • G06K9/6267Classification techniques
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
    • G06K9/46Extraction of features or characteristics of the image
    • G06K2009/4666Extraction of features or characteristics of the image regional/local feature not essentially salient, e.g. local binary pattern
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00221Acquiring or recognising human faces, facial parts, facial sketches, facial expressions
    • G06K9/00228Detection; Localisation; Normalisation
    • G06K9/00261Detection; Localisation; Normalisation using comparisons between temporally consecutive images
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00885Biometric patterns not provided for under G06K9/00006, G06K9/00154, G06K9/00335, G06K9/00362, G06K9/00597; Biometric specific functions not specific to the kind of biometric
    • G06K9/00899Spoof detection
SG11201706036WA 2015-01-26 2016-01-25 Method and device for face in-vivo detection SG11201706036WA (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN201510038591.6A CN105893920B (en) 2015-01-26 2015-01-26 Face living body detection method and device
PCT/US2016/014698 WO2016123008A1 (en) 2015-01-26 2016-01-25 Method and device for face in-vivo detection

Publications (1)

Publication Number Publication Date
SG11201706036WA true SG11201706036WA (en) 2017-08-30

Family

ID=56434140

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201706036WA SG11201706036WA (en) 2015-01-26 2016-01-25 Method and device for face in-vivo detection

Country Status (8)

Country Link
US (1) US9824280B2 (en)
EP (1) EP3251056A4 (en)
JP (1) JP2018508875A (en)
KR (2) KR102122348B1 (en)
CN (1) CN105893920B (en)
SG (1) SG11201706036WA (en)
TW (1) TWI686774B (en)
WO (1) WO2016123008A1 (en)

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EP3232368A1 (en) * 2016-04-14 2017-10-18 Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. Determining facial parameters
US9965610B2 (en) * 2016-07-22 2018-05-08 Nec Corporation Physical system access control
CN106874876A (en) * 2017-02-20 2017-06-20 深圳市科漫达智能管理科技有限公司 A kind of human face in-vivo detection method and device
US10515199B2 (en) * 2017-04-19 2019-12-24 Qualcomm Incorporated Systems and methods for facial authentication
CN107463875A (en) * 2017-07-03 2017-12-12 金讯系统管理有限公司 A kind of method and apparatus for judging personnel identity
CN107424266A (en) * 2017-07-25 2017-12-01 上海青橙实业有限公司 The method and apparatus of recognition of face unblock
CN107992842A (en) * 2017-12-13 2018-05-04 深圳云天励飞技术有限公司 Biopsy method, computer installation and computer-readable recording medium
CN108734570A (en) * 2018-05-22 2018-11-02 深圳壹账通智能科技有限公司 A kind of Risk Forecast Method, storage medium and server

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TWI278782B (en) * 2001-08-24 2007-04-11 Toshiba Corp Personal recognition apparatus
US7130446B2 (en) 2001-12-03 2006-10-31 Microsoft Corporation Automatic detection and tracking of multiple individuals using multiple cues
US7274822B2 (en) 2003-06-30 2007-09-25 Microsoft Corporation Face annotation for photo management
KR20050041761A (en) * 2003-10-31 2005-05-04 학교법인 정석학원 Method of detecting shot change frames
JP4619927B2 (en) * 2005-11-01 2011-01-26 富士フイルム株式会社 Face detection method, apparatus and program
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KR100886557B1 (en) * 2007-05-03 2009-03-02 삼성전자주식회사 System and method for face recognition based on adaptive learning
KR101423916B1 (en) 2007-12-03 2014-07-29 삼성전자주식회사 Method and apparatus for recognizing the plural number of faces
US8705810B2 (en) * 2007-12-28 2014-04-22 Intel Corporation Detecting and indexing characters of videos by NCuts and page ranking
US20090290791A1 (en) * 2008-05-20 2009-11-26 Holub Alex David Automatic tracking of people and bodies in video
US8213689B2 (en) * 2008-07-14 2012-07-03 Google Inc. Method and system for automated annotation of persons in video content
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CN102906786B (en) 2010-05-26 2015-02-18 日本电气株式会社 Face feature-point position correction device, and face feature-point position correction method
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Also Published As

Publication number Publication date
KR20170109007A (en) 2017-09-27
CN105893920B (en) 2019-12-27
KR102122348B1 (en) 2020-06-15
WO2016123008A1 (en) 2016-08-04
US20160217338A1 (en) 2016-07-28
TWI686774B (en) 2020-03-01
JP2018508875A (en) 2018-03-29
TW201627917A (en) 2016-08-01
KR20200057099A (en) 2020-05-25
CN105893920A (en) 2016-08-24
EP3251056A1 (en) 2017-12-06
US9824280B2 (en) 2017-11-21
EP3251056A4 (en) 2018-01-31

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