SG11202011088RA - Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses - Google Patents

Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses

Info

Publication number
SG11202011088RA
SG11202011088RA SG11202011088RA SG11202011088RA SG11202011088RA SG 11202011088R A SG11202011088R A SG 11202011088RA SG 11202011088R A SG11202011088R A SG 11202011088RA SG 11202011088R A SG11202011088R A SG 11202011088RA SG 11202011088R A SG11202011088R A SG 11202011088RA
Authority
SG
Singapore
Prior art keywords
apparatuses
detection method
dimensional living
authentication recognition
face detection
Prior art date
Application number
SG11202011088RA
Other languages
English (en)
Inventor
Chenguang Ma
Liang Li
Original Assignee
Advanced New Technologies 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 Advanced New Technologies Co Ltd filed Critical Advanced New Technologies Co Ltd
Publication of SG11202011088RA publication Critical patent/SG11202011088RA/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
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/50—Depth or shape recovery
    • G06T7/55—Depth or shape recovery from multiple images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/64—Three-dimensional 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
    • 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
    • G06V40/45—Detection of the body part being alive
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10028—Range image; Depth image; 3D point clouds
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • Biophysics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
SG11202011088RA 2018-07-16 2019-07-12 Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses SG11202011088RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810777429.XA CN109086691B (zh) 2018-07-16 2018-07-16 一种三维脸部活体检测方法、脸部认证识别方法及装置
PCT/US2019/041529 WO2020018359A1 (en) 2018-07-16 2019-07-12 Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses

Publications (1)

Publication Number Publication Date
SG11202011088RA true SG11202011088RA (en) 2020-12-30

Family

ID=64837974

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202011088RA SG11202011088RA (en) 2018-07-16 2019-07-12 Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses

Country Status (5)

Country Link
US (2) US20200019760A1 (zh)
CN (1) CN109086691B (zh)
SG (1) SG11202011088RA (zh)
TW (1) TW202006602A (zh)
WO (1) WO2020018359A1 (zh)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116631068A (zh) * 2023-07-25 2023-08-22 江苏圣点世纪科技有限公司 一种基于深度学习特征融合的掌静脉活体检测方法

Families Citing this family (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105335722B (zh) * 2015-10-30 2021-02-02 商汤集团有限公司 一种基于深度图像信息的检测系统及方法
WO2020019346A1 (zh) * 2018-07-27 2020-01-30 合刃科技（深圳）有限公司 生物特征识别方法、装置、系统及终端设备
CN111382592B (zh) * 2018-12-27 2023-09-29 杭州海康威视数字技术股份有限公司 活体检测方法和设备
US11244146B2 (en) * 2019-03-05 2022-02-08 Jpmorgan Chase Bank, N.A. Systems and methods for secure user logins with facial recognition and blockchain
CN110222573B (zh) * 2019-05-07 2024-05-28 平安科技（深圳）有限公司 人脸识别方法、装置、计算机设备及存储介质
JP6929322B2 (ja) * 2019-05-31 2021-09-01 楽天グループ株式会社 データ拡張システム、データ拡張方法、及びプログラム
CN110186934B (zh) * 2019-06-12 2022-04-19 中国神华能源股份有限公司 轴箱橡胶垫裂纹检测方法和检测装置
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
CN110580454A (zh) * 2019-08-21 2019-12-17 北京的卢深视科技有限公司 活体检测方法及装置
JP7497145B2 (ja) * 2019-08-30 2024-06-10 キヤノン株式会社 機械学習装置、機械学習方法及びプログラム、情報処理装置、放射線撮影システム
CN110688950B (zh) * 2019-09-26 2022-02-11 杭州艾芯智能科技有限公司 基于深度信息的人脸活体检测方法、装置
CN110674759A (zh) * 2019-09-26 2020-01-10 深圳市捷顺科技实业股份有限公司 一种基于深度图的单目人脸活体检测方法、装置及设备
CN112949356A (zh) * 2019-12-10 2021-06-11 北京沃东天骏信息技术有限公司 活体检测的方法和装置
CN111209820B (zh) * 2019-12-30 2024-04-23 新大陆数字技术股份有限公司 人脸活体检测方法、系统、设备及可读存储介质
CN111462108B (zh) * 2020-04-13 2023-05-02 山西新华防化装备研究院有限公司 一种基于机器学习的头面部产品设计工效学评估操作方法
CN111932673B (zh) * 2020-09-22 2020-12-25 中国人民解放军国防科技大学 一种基于三维重建的物体空间数据增广方法及系统
CN112214773B (zh) * 2020-09-22 2022-07-05 支付宝(杭州)信息技术有限公司 基于隐私保护的图像处理方法、装置和电子设备
CN112001972A (zh) * 2020-09-25 2020-11-27 劢微机器人科技(深圳)有限公司 托盘位姿定位方法、装置、设备及存储介质
CN112200056B (zh) * 2020-09-30 2023-04-18 汉王科技股份有限公司 人脸活体检测方法、装置、电子设备及存储介质
CN112613459B (zh) * 2020-12-30 2022-07-15 深圳艾摩米智能科技有限公司 一种人脸敏感区域检测方法
CN112686191B (zh) * 2021-01-06 2024-05-03 中科海微(北京)科技有限公司 基于人脸三维信息的活体防伪方法、系统、终端及介质
CN113255456B (zh) * 2021-04-28 2023-08-25 平安科技（深圳）有限公司 非主动活体检测方法、装置、电子设备及存储介质
CN113379922A (zh) * 2021-06-22 2021-09-10 北醒（北京）光子科技有限公司 前景提取方法、装置、存储介质及设备
CN113515143B (zh) * 2021-06-30 2024-06-21 深圳市优必选科技股份有限公司 机器人导航方法、机器人及计算机可读存储介质
EP4266693A4 (en) * 2021-07-06 2024-07-17 Samsung Electronics Co Ltd ELECTRONIC IMAGE PROCESSING DEVICE AND OPERATING METHOD THEREFOR
CN113435408A (zh) * 2021-07-21 2021-09-24 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
CN113673374B (zh) * 2021-08-03 2024-01-30 支付宝(杭州)信息技术有限公司 一种面部识别方法、装置及设备
KR20230060901A (ko) * 2021-10-28 2023-05-08 주식회사 슈프리마 영상 처리 장치 및 방법
CN114022733B (zh) * 2021-11-09 2023-06-16 中国科学院光电技术研究所 一种用于云背景下红外目标智能训练和检测方法
CN114842287B (zh) * 2022-03-25 2022-12-06 中国科学院自动化研究所 深度引导变形器的单目三维目标检测模型训练方法及装置
CN117173796B (zh) * 2023-08-14 2024-05-14 杭州锐颖科技有限公司 一种基于双目深度信息的活体检测方法与系统

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104599314A (zh) * 2014-06-12 2015-05-06 深圳奥比中光科技有限公司 三维模型重建方法与系统
US9747493B2 (en) * 2014-09-23 2017-08-29 Keylemon Sa Face pose rectification method and apparatus
CN105335722B (zh) * 2015-10-30 2021-02-02 商汤集团有限公司 一种基于深度图像信息的检测系统及方法
CN105740775B (zh) * 2016-01-25 2020-08-28 北京眼神智能科技有限公司 一种三维人脸活体识别方法及其装置
US10157477B2 (en) * 2016-04-27 2018-12-18 Bellus 3D, Inc. Robust head pose estimation with a depth camera
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
CN106203305B (zh) * 2016-06-30 2020-02-04 北京旷视科技有限公司 人脸活体检测方法和装置
CN106780619B (zh) * 2016-11-25 2020-03-13 青岛大学 一种基于Kinect深度相机的人体尺寸测量方法
CN107437067A (zh) * 2017-07-11 2017-12-05 广东欧珀移动通信有限公司 人脸活体检测方法及相关产品
CN107944416A (zh) * 2017-12-06 2018-04-20 成都睿码科技有限责任公司 一种通过视频进行真人验证的方法
CN108197586B (zh) * 2017-12-12 2020-04-21 北京深醒科技有限公司 脸部识别方法和装置
CN108108676A (zh) * 2017-12-12 2018-06-01 北京小米移动软件有限公司 人脸识别方法、卷积神经网络生成方法及装置
CN108171211A (zh) * 2018-01-19 2018-06-15 百度在线网络技术（北京）有限公司 活体检测方法和装置

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116631068A (zh) * 2023-07-25 2023-08-22 江苏圣点世纪科技有限公司 一种基于深度学习特征融合的掌静脉活体检测方法

Also Published As

Publication number Publication date
CN109086691B (zh) 2020-02-21
WO2020018359A1 (en) 2020-01-23
CN109086691A (zh) 2018-12-25
US20200160040A1 (en) 2020-05-21
TW202006602A (zh) 2020-02-01
US20200019760A1 (en) 2020-01-16

Similar Documents

Publication Publication Date Title
SG11202011088RA (en) Three-dimensional living-body face detection method, face authentication recognition method, and apparatuses
SG11202005708XA (en) Identity authentication method and system, and computing device
ZA201901506B (en) User identity verification method, apparatus and system
ZA201807860B (en) Identity authentication method and apparatus
ZA201902943B (en) Identity authentication method, device and system
EP3308325C0 (en) METHOD AND DEVICE FOR DETECTING LIVING CHARACTER, AND METHOD AND DEVICE FOR AUTHENTICATION OF IDENTITY
HK1250540A1 (zh) 無線生物特徵識別認證系統和方法
ZA201807220B (en) Method and device for registering biometric identity and authenticating biometric identity
ZA201907621B (en) System and method for biometric identification
SG11201807605UA (en) Identity authentication method and system
ZA201902460B (en) Identity recognition method and device
SG11201702919UA (en) Voiceprint information management method and apparatus, and identity authentication method and system
SG11201610868SA (en) User authentication method and system using variable keypad and biometric identification
EP3319009A4 (en) LIVING BODY IDENTIFICATION DEVICE, LIVING BODY IDENTIFICATION METHOD AND LIVING BODY IDENTIFICATION SYSTEM
PL3639196T3 (pl) Sposób i aparat do ustanawiania bazy danych cech biometrycznych
EP3428823A4 (en) BIOMETRIC AUTHENTICATION APPARATUS AND BIOMETRIC AUTHENTICATION METHOD
ZA201902899B (en) Method and apparatus for security verification based on biometric feature
SG11202005553PA (en) Identity recognition method, apparatus, and system
GB201817093D0 (en) Authentication system and method
SG11202101281SA (en) Identity authentication system and methods
GB201915258D0 (en) Baggage-based user identity verification system and method
SG11202009000YA (en) Secure authentication system and method
SG11201911723RA (en) System, method, and apparatus for authenticating biometric inputs
HK1254136A1 (zh) 身份驗證方法及裝置
HK1250855A1 (zh) 身份認證方法、裝置和系統