SG11202003136QA - Methods and apparatuses for liveness detection, electronic devices, and computer readable storage media - Google Patents

Methods and apparatuses for liveness detection, electronic devices, and computer readable storage media

Info

Publication number
SG11202003136QA
SG11202003136QA SG11202003136QA SG11202003136QA SG11202003136QA SG 11202003136Q A SG11202003136Q A SG 11202003136QA SG 11202003136Q A SG11202003136Q A SG 11202003136QA SG 11202003136Q A SG11202003136Q A SG 11202003136QA SG 11202003136Q A SG11202003136Q A SG 11202003136QA
Authority
SG
Singapore
Prior art keywords
apparatuses
methods
computer readable
readable storage
electronic devices
Prior art date
Application number
SG11202003136QA
Inventor
Tianpeng Bao
Liwei Wu
Rui Zhang
Kai Yang
Original Assignee
Beijing Sensetime Technology Development Co 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
Application filed by Beijing Sensetime Technology Development Co Ltd filed Critical Beijing Sensetime Technology Development Co Ltd
Publication of SG11202003136QA publication Critical patent/SG11202003136QA/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/253—Fusion techniques of extracted features
    • 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
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • 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
    • G06V40/168—Feature extraction; Face representation
    • 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
SG11202003136QA 2018-09-07 2019-04-22 Methods and apparatuses for liveness detection, electronic devices, and computer readable storage media SG11202003136QA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811046177.XA CN110889312B (en) 2018-09-07 2018-09-07 Living body detection method and apparatus, electronic device, computer-readable storage medium
PCT/CN2019/083639 WO2020048140A1 (en) 2018-09-07 2019-04-22 Living body detection method and apparatus, electronic device, and computer readable storage medium

Publications (1)

Publication Number Publication Date
SG11202003136QA true SG11202003136QA (en) 2020-05-28

Family

ID=69722987

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202003136QA SG11202003136QA (en) 2018-09-07 2019-04-22 Methods and apparatuses for liveness detection, electronic devices, and computer readable storage media

Country Status (6)

Country Link
US (1) US11222222B2 (en)
JP (1) JP6975848B2 (en)
KR (1) KR102324697B1 (en)
CN (1) CN110889312B (en)
SG (1) SG11202003136QA (en)
WO (1) WO2020048140A1 (en)

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CN111507262B (en) * 2020-04-17 2023-12-08 北京百度网讯科技有限公司 Method and apparatus for detecting living body
CN111597918A (en) * 2020-04-26 2020-08-28 北京金山云网络技术有限公司 Training and detecting method and device of human face living body detection model and electronic equipment
WO2021251224A1 (en) * 2020-06-11 2021-12-16 富士フイルム株式会社 Learning device, learning method, and program
CN112364825B (en) * 2020-11-30 2022-10-25 支付宝(杭州)信息技术有限公司 Method, apparatus and computer-readable storage medium for face recognition
CN113052142A (en) * 2021-04-26 2021-06-29 的卢技术有限公司 Silence in-vivo detection method based on multi-modal data
US11769313B2 (en) 2021-05-21 2023-09-26 Ford Global Technologies, Llc Counterfeit image detection
US11636700B2 (en) 2021-05-21 2023-04-25 Ford Global Technologies, Llc Camera identification
US11967184B2 (en) * 2021-05-21 2024-04-23 Ford Global Technologies, Llc Counterfeit image detection
CN113469085B (en) * 2021-07-08 2023-08-04 北京百度网讯科技有限公司 Face living body detection method and device, electronic equipment and storage medium
CN113627263B (en) * 2021-07-13 2023-11-17 支付宝(杭州)信息技术有限公司 Exposure method, device and equipment based on face detection
CN113642639B (en) * 2021-08-12 2024-03-01 云知声智能科技股份有限公司 Living body detection method, living body detection device, living body detection equipment and storage medium
CN114419741B (en) * 2022-03-15 2022-07-19 深圳市一心视觉科技有限公司 Living body detection method, living body detection device, electronic apparatus, and storage medium

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Publication number Priority date Publication date Assignee Title
CA2569440A1 (en) 2004-06-01 2006-09-08 Lumidigm, Inc. Multispectral imaging biometrics
US7715597B2 (en) * 2004-12-29 2010-05-11 Fotonation Ireland Limited Method and component for image recognition
JP5121506B2 (en) 2008-02-29 2013-01-16 キヤノン株式会社 Image processing apparatus, image processing method, program, and storage medium
WO2010099475A1 (en) * 2009-02-26 2010-09-02 Kynen Llc User authentication system and method
JP6222948B2 (en) 2013-03-14 2017-11-01 セコム株式会社 Feature point extraction device
CN104077597B (en) * 2014-06-25 2017-09-05 小米科技有限责任公司 Image classification method and device
CN107451510B (en) 2016-05-30 2023-07-21 北京旷视科技有限公司 Living body detection method and living body detection system
CN106127159A (en) * 2016-06-28 2016-11-16 电子科技大学 A kind of gender identification method based on convolutional neural networks
KR102483642B1 (en) * 2016-08-23 2023-01-02 삼성전자주식회사 Method and apparatus for liveness test
CN108171250A (en) * 2016-12-07 2018-06-15 北京三星通信技术研究有限公司 Object detection method and device
US11023757B2 (en) * 2018-02-14 2021-06-01 Samsung Electronics Co., Ltd. Method and apparatus with liveness verification
CN108399401B (en) * 2018-03-27 2022-05-03 百度在线网络技术（北京）有限公司 Method and device for detecting face image

Also Published As

Publication number Publication date
JP6975848B2 (en) 2021-12-01
CN110889312B (en) 2022-09-02
WO2020048140A1 (en) 2020-03-12
US20200410267A1 (en) 2020-12-31
KR102324697B1 (en) 2021-11-10
US11222222B2 (en) 2022-01-11
JP2020535529A (en) 2020-12-03
CN110889312A (en) 2020-03-17
KR20200050994A (en) 2020-05-12

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