SG11202009691TA - Method and device for liveness detection, and storage medium - Google Patents

Method and device for liveness detection, and storage medium

Info

Publication number
SG11202009691TA
SG11202009691TA SG11202009691TA SG11202009691TA SG11202009691TA SG 11202009691T A SG11202009691T A SG 11202009691TA SG 11202009691T A SG11202009691T A SG 11202009691TA SG 11202009691T A SG11202009691T A SG 11202009691TA SG 11202009691T A SG11202009691T A SG 11202009691TA
Authority
SG
Singapore
Prior art keywords
storage medium
liveness detection
liveness
detection
medium
Prior art date
Application number
SG11202009691TA
Inventor
Rui Zhang
Wukui Yang
Kai Yang
Mingyang Liang
Xiaoyang Guo
Liwei Wu
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 SG11202009691TA publication Critical patent/SG11202009691TA/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
    • G06V40/161—Detection; Localisation; Normalisation
    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • 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
    • 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
    • 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
    • G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
    • 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
    • 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
    • G06T2207/20—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)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Studio Devices (AREA)
  • Collating Specific Patterns (AREA)
SG11202009691TA 2018-12-29 2019-09-24 Method and device for liveness detection, and storage medium SG11202009691TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811654149.6A CN111444744A (en) 2018-12-29 2018-12-29 Living body detection method, living body detection device, and storage medium
PCT/CN2019/107584 WO2020134238A1 (en) 2018-12-29 2019-09-24 Living body detection method and apparatus, and storage medium

Publications (1)

Publication Number Publication Date
SG11202009691TA true SG11202009691TA (en) 2020-10-29

Family

ID=71129591

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202009691TA SG11202009691TA (en) 2018-12-29 2019-09-24 Method and device for liveness detection, and storage medium

Country Status (6)

Country Link
US (1) US11393256B2 (en)
JP (1) JP7096355B2 (en)
CN (1) CN111444744A (en)
SG (1) SG11202009691TA (en)
TW (1) TWI766201B (en)
WO (1) WO2020134238A1 (en)

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CN111383256B (en) * 2018-12-29 2024-05-17 北京市商汤科技开发有限公司 Image processing method, electronic device, and computer-readable storage medium
CN111104846B (en) * 2019-10-16 2022-08-30 平安科技（深圳）有限公司 Data detection method and device, computer equipment and storage medium
CN111260711B (en) * 2020-01-10 2021-08-10 大连理工大学 Parallax estimation method for weakly supervised trusted cost propagation
JP7297705B2 (en) * 2020-03-18 2023-06-26 株式会社東芝 Processing device, processing method, learning device and program
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
KR20220028928A (en) * 2020-08-31 2022-03-08 삼성전자주식회사 Method and apparatus for processing image based on partial image
CN112200057B (en) * 2020-09-30 2023-10-31 汉王科技股份有限公司 Face living body detection method and device, electronic equipment and storage medium
CN113052035A (en) * 2021-03-15 2021-06-29 上海商汤智能科技有限公司 Living body detection method, living body detection device, electronic apparatus, and storage medium
CN113158877A (en) * 2021-04-16 2021-07-23 上海云从企业发展有限公司 Imaging deviation analysis and biopsy method, imaging deviation analysis and biopsy device, and computer storage medium
CN113822238A (en) * 2021-11-22 2021-12-21 深圳佑驾创新科技有限公司 Living body detection method and module and equipment thereof
TWI807851B (en) * 2022-06-08 2023-07-01 中華電信股份有限公司 A feature disentanglement system, method and computer-readable medium thereof for domain generalized face anti-spoofing
CN115115836B (en) * 2022-06-29 2023-06-13 抖音视界有限公司 Image recognition method, device, storage medium and electronic equipment

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JP2003178306A (en) 2001-12-12 2003-06-27 Toshiba Corp Personal identification device and personal identification method
JP3954484B2 (en) 2002-12-12 2007-08-08 株式会社東芝 Image processing apparatus and program
US20110102553A1 (en) * 2007-02-28 2011-05-05 Tessera Technologies Ireland Limited Enhanced real-time face models from stereo imaging
TW200707310A (en) 2005-08-08 2007-02-16 Chunghwa Telecom Co Ltd Facial recognition method based on recognition of facial features
CN104766063B (en) 2015-04-08 2018-01-05 宁波大学 A kind of living body faces recognition methods
JP6507046B2 (en) 2015-06-26 2019-04-24 株式会社東芝 Three-dimensional object detection device and three-dimensional object authentication device
CN105023010B (en) 2015-08-17 2018-11-06 中国科学院半导体研究所 A kind of human face in-vivo detection method and system
CN105184246B (en) 2015-08-28 2020-05-19 北京旷视科技有限公司 Living body detection method and living body detection system
CN106407914B (en) * 2016-08-31 2019-12-10 北京旷视科技有限公司 Method and device for detecting human face and remote teller machine system
US10372974B2 (en) * 2017-01-11 2019-08-06 Microsoft Technology Licensing, Llc 3D imaging recognition by stereo matching of RGB and infrared images
KR102172200B1 (en) * 2017-04-22 2020-10-30 고려대학교 산학협력단 Mobile device for checking liveness and operating method thereof
CN107403168B (en) * 2017-08-07 2020-08-11 青岛有锁智能科技有限公司 Face recognition system
CN108764091B (en) * 2018-05-18 2020-11-17 北京市商汤科技开发有限公司 Living body detection method and apparatus, electronic device, and storage medium
CN108961327B (en) * 2018-05-22 2021-03-30 深圳市商汤科技有限公司 Monocular depth estimation method and device, equipment and storage medium thereof
CN108921041A (en) * 2018-06-06 2018-11-30 深圳神目信息技术有限公司 A kind of biopsy method and device based on RGB and IR binocular camera
EP3674973A1 (en) * 2018-12-28 2020-07-01 Samsung Electronics Co., Ltd. Method and apparatus with liveness detection and object recognition

Also Published As

Publication number Publication date
TW202026948A (en) 2020-07-16
JP2021516831A (en) 2021-07-08
WO2020134238A1 (en) 2020-07-02
TWI766201B (en) 2022-06-01
US20210027081A1 (en) 2021-01-28
CN111444744A (en) 2020-07-24
JP7096355B2 (en) 2022-07-05
US11393256B2 (en) 2022-07-19

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