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
Other languages
English (en)
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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Human Computer Interaction (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
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 (zh) 2018-09-07 2018-09-07 活体检测方法和装置、电子设备、计算机可读存储介质
PCT/CN2019/083639 WO2020048140A1 (zh) 2018-09-07 2019-04-22 活体检测方法和装置、电子设备、计算机可读存储介质

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 (zh)
JP (1) JP6975848B2 (zh)
KR (1) KR102324697B1 (zh)
CN (1) CN110889312B (zh)
SG (1) SG11202003136QA (zh)
WO (1) WO2020048140A1 (zh)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111507262B (zh) * 2020-04-17 2023-12-08 北京百度网讯科技有限公司 用于检测活体的方法和装置
CN111597918A (zh) * 2020-04-26 2020-08-28 北京金山云网络技术有限公司 人脸活体检测模型的训练、检测方法、装置及电子设备
JP7441312B2 (ja) 2020-06-11 2024-02-29 富士フイルム株式会社 学習装置、学習方法、及びプログラム
CN112364825B (zh) * 2020-11-30 2022-10-25 支付宝(杭州)信息技术有限公司 用于人脸识别的方法、装置和计算机可读存储介质
CN113052142A (zh) * 2021-04-26 2021-06-29 的卢技术有限公司 一种基于多模态数据的静默活体检测方法
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
US11769313B2 (en) 2021-05-21 2023-09-26 Ford Global Technologies, Llc Counterfeit image detection
CN113469085B (zh) * 2021-07-08 2023-08-04 北京百度网讯科技有限公司 人脸活体检测方法、装置、电子设备及存储介质
CN113627263B (zh) * 2021-07-13 2023-11-17 支付宝(杭州)信息技术有限公司 一种基于人脸检测的曝光方法、装置以及设备
CN113642639B (zh) * 2021-08-12 2024-03-01 云知声智能科技股份有限公司 活体检测方法、装置、设备和存储介质
CN114419741B (zh) * 2022-03-15 2022-07-19 深圳市一心视觉科技有限公司 活体检测方法、活体检测装置、电子设备以及存储介质
CN115035608A (zh) * 2022-05-26 2022-09-09 支付宝(杭州)信息技术有限公司 活体检测方法、装置、设备及系统

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2372604B1 (en) 2004-06-01 2013-04-17 Lumidigm, Inc. Multispectral imaging biometrics
US7715597B2 (en) 2004-12-29 2010-05-11 Fotonation Ireland Limited Method and component for image recognition
JP5121506B2 (ja) * 2008-02-29 2013-01-16 キヤノン株式会社 画像処理装置、画像処理方法、プログラム及び記憶媒体
US8364971B2 (en) * 2009-02-26 2013-01-29 Kynen Llc User authentication system and method
JP6222948B2 (ja) 2013-03-14 2017-11-01 セコム株式会社 特徴点抽出装置
CN104077597B (zh) * 2014-06-25 2017-09-05 小米科技有限责任公司 图像分类方法及装置
CN107451510B (zh) 2016-05-30 2023-07-21 北京旷视科技有限公司 活体检测方法和活体检测系统
CN106127159A (zh) * 2016-06-28 2016-11-16 电子科技大学 一种基于卷积神经网络的性别识别方法
KR102483642B1 (ko) 2016-08-23 2023-01-02 삼성전자주식회사 라이브니스 검사 방법 및 장치
CN108171250A (zh) * 2016-12-07 2018-06-15 北京三星通信技术研究有限公司 目标检测方法及装置
US11023757B2 (en) * 2018-02-14 2021-06-01 Samsung Electronics Co., Ltd. Method and apparatus with liveness verification
CN108399401B (zh) * 2018-03-27 2022-05-03 百度在线网络技术（北京）有限公司 用于检测人脸图像的方法和装置

Also Published As

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

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