SG11202011044SA - Liveness detection method and apparatus, electronic device, and storage medium - Google Patents

Liveness detection method and apparatus, electronic device, and storage medium

Info

Publication number
SG11202011044SA
SG11202011044SA SG11202011044SA SG11202011044SA SG11202011044SA SG 11202011044S A SG11202011044S A SG 11202011044SA SG 11202011044S A SG11202011044S A SG 11202011044SA SG 11202011044S A SG11202011044S A SG 11202011044SA SG 11202011044S A SG11202011044S A SG 11202011044SA
Authority
SG
Singapore
Prior art keywords
electronic device
storage medium
detection method
liveness detection
liveness
Prior art date
Application number
SG11202011044SA
Other languages
English (en)
Inventor
Xu Wang
Original Assignee
Beijing Bytedance Network Technology 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 Bytedance Network Technology Co Ltd filed Critical Beijing Bytedance Network Technology Co Ltd
Publication of SG11202011044SA publication Critical patent/SG11202011044SA/en

Links

Classifications

    • 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
    • G06V40/171—Local features and components; Facial parts ; Occluding parts, e.g. glasses; Geometrical relationships
    • 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
    • G06V40/167—Detection; Localisation; Normalisation using comparisons between temporally consecutive images
    • 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G06V10/755—Deformable models or variational models, e.g. snakes or active contours
    • G06V10/7553—Deformable models or variational models, e.g. snakes or active contours based on shape, e.g. active shape models [ASM]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • 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
    • 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)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)
SG11202011044SA 2018-12-18 2019-07-08 Liveness detection method and apparatus, electronic device, and storage medium SG11202011044SA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811548844.4A CN109635757B (zh) 2018-12-18 2018-12-18 活体检测方法、装置、电子设备及存储介质
PCT/CN2019/095080 WO2020124993A1 (zh) 2018-12-18 2019-07-08 活体检测方法、装置、电子设备及存储介质

Publications (1)

Publication Number Publication Date
SG11202011044SA true SG11202011044SA (en) 2020-12-30

Family

ID=66075033

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202011044SA SG11202011044SA (en) 2018-12-18 2019-07-08 Liveness detection method and apparatus, electronic device, and storage medium

Country Status (4)

Country Link
US (1) US11017253B2 (zh)
CN (1) CN109635757B (zh)
SG (1) SG11202011044SA (zh)
WO (1) WO2020124993A1 (zh)

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CN109635757B (zh) 2018-12-18 2019-10-25 北京字节跳动网络技术有限公司 活体检测方法、装置、电子设备及存储介质
CN110245645B (zh) * 2019-06-21 2021-06-08 北京字节跳动网络技术有限公司 人脸活体识别方法、装置、设备及存储介质
CN112183167B (zh) * 2019-07-04 2023-09-22 钉钉控股（开曼）有限公司 考勤方法、认证方法、活体检测方法、装置及设备
CN110363132B (zh) * 2019-07-09 2021-08-03 北京字节跳动网络技术有限公司 活体检测方法、装置、电子设备及存储介质
CN113158991B (zh) * 2021-05-21 2021-12-24 南通大学 一种嵌入式智能人脸检测与跟踪系统

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JP2006043029A (ja) * 2004-08-03 2006-02-16 Matsushita Electric Ind Co Ltd 生体判別装置およびそれを用いた認証装置ならびに生体判別方法
KR20100073191A (ko) * 2008-12-22 2010-07-01 한국전자통신연구원 거리 정보를 이용한 위조 얼굴 검출 방법 및 장치
CN103679118B (zh) * 2012-09-07 2017-06-16 汉王科技股份有限公司 一种人脸活体检测方法及系统
CN103440479B (zh) * 2013-08-29 2016-12-28 湖北微模式科技发展有限公司 一种活体人脸检测方法与系统
JP6304999B2 (ja) * 2013-10-09 2018-04-04 アイシン精機株式会社 顔検出装置、方法およびプログラム
US9794260B2 (en) * 2015-08-10 2017-10-17 Yoti Ltd Liveness detection
US10546183B2 (en) * 2015-08-10 2020-01-28 Yoti Holding Limited Liveness detection
CN105184246B (zh) * 2015-08-28 2020-05-19 北京旷视科技有限公司 活体检测方法和活体检测系统
CN106897658B (zh) * 2015-12-18 2021-12-14 腾讯科技（深圳）有限公司 人脸活体的鉴别方法和装置
US10990808B2 (en) * 2016-02-09 2021-04-27 Aware, Inc. Face liveness detection using background/foreground motion analysis
US10331942B2 (en) * 2017-05-31 2019-06-25 Facebook, Inc. Face liveness detection
CN107330914B (zh) * 2017-06-02 2021-02-02 广州视源电子科技股份有限公司 人脸部位运动检测方法和装置及活体识别方法和系统
CN107346422B (zh) * 2017-06-30 2020-09-08 成都大学 一种基于眨眼检测的活体人脸识别方法
WO2019089432A1 (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
CN107748876A (zh) * 2017-11-06 2018-03-02 杭州有盾网络科技有限公司 基于移动端的人脸活体识别方法、装置及移动终端
US11093770B2 (en) * 2017-12-29 2021-08-17 Idemia Identity & Security USA LLC System and method for liveness detection
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CN109635757B (zh) * 2018-12-18 2019-10-25 北京字节跳动网络技术有限公司 活体检测方法、装置、电子设备及存储介质
US10693872B1 (en) * 2019-05-17 2020-06-23 Q5ID, Inc. Identity verification system

Also Published As

Publication number Publication date
US20200410269A1 (en) 2020-12-31
CN109635757A (zh) 2019-04-16
CN109635757B (zh) 2019-10-25
US11017253B2 (en) 2021-05-25
WO2020124993A1 (zh) 2020-06-25

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