SG11202111482XA - Living body detection method, apparatus, electronic device, storage medium and program product - Google Patents

Living body detection method, apparatus, electronic device, storage medium and program product

Info

Publication number
SG11202111482XA
SG11202111482XA SG11202111482XA SG11202111482XA SG11202111482XA SG 11202111482X A SG11202111482X A SG 11202111482XA SG 11202111482X A SG11202111482X A SG 11202111482XA SG 11202111482X A SG11202111482X A SG 11202111482XA SG 11202111482X A SG11202111482X A SG 11202111482XA
Authority
SG
Singapore
Prior art keywords
electronic device
storage medium
program product
detection method
living body
Prior art date
Application number
SG11202111482XA
Inventor
Zhuoyi Zhang
Cheng Jiang
Original Assignee
Shanghai Sensetime Intelligent 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 Shanghai Sensetime Intelligent Technology Co Ltd filed Critical Shanghai Sensetime Intelligent Technology Co Ltd
Publication of SG11202111482XA publication Critical patent/SG11202111482XA/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
    • G06F18/253—Fusion techniques of extracted features
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • 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
    • G06V40/162—Detection; Localisation; Normalisation using pixel segmentation or colour matching
    • 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
    • G06V40/168—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
    • G06V40/172—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
    • 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
    • G06T2207/10016—Video; Image sequence
    • 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)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
SG11202111482XA 2019-10-31 2020-07-28 Living body detection method, apparatus, electronic device, storage medium and program product SG11202111482XA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201911063398.2A CN112749603A (en) 2019-10-31 2019-10-31 Living body detection method, living body detection device, electronic apparatus, and storage medium
PCT/CN2020/105213 WO2021082562A1 (en) 2019-10-31 2020-07-28 Spoofing detection method and apparatus, electronic device, storage medium and program product

Publications (1)

Publication Number Publication Date
SG11202111482XA true SG11202111482XA (en) 2021-11-29

Family

ID=75645179

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202111482XA SG11202111482XA (en) 2019-10-31 2020-07-28 Living body detection method, apparatus, electronic device, storage medium and program product

Country Status (5)

Country Link
US (1) US20210397822A1 (en)
JP (1) JP2022522203A (en)
CN (1) CN112749603A (en)
SG (1) SG11202111482XA (en)
WO (1) WO2021082562A1 (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN113989531A (en) * 2021-10-29 2022-01-28 北京市商汤科技开发有限公司 Image processing method and device, computer equipment and storage medium
CN114049518A (en) * 2021-11-10 2022-02-15 北京百度网讯科技有限公司 Image classification method and device, electronic equipment and storage medium
CN114445898B (en) * 2022-01-29 2023-08-29 北京百度网讯科技有限公司 Face living body detection method, device, equipment, storage medium and program product
CN114495290B (en) * 2022-02-21 2024-06-21 平安科技（深圳）有限公司 Living body detection method, living body detection device, living body detection equipment and storage medium

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2003178306A (en) * 2001-12-12 2003-06-27 Toshiba Corp Personal identification device and personal identification method
JP2006099614A (en) * 2004-09-30 2006-04-13 Toshiba Corp Living body discrimination apparatus and living body discrimination method
CN100361138C (en) * 2005-12-31 2008-01-09 北京中星微电子有限公司 Method and system of real time detecting and continuous tracing human face in video frequency sequence
US10268911B1 (en) * 2015-09-29 2019-04-23 Morphotrust Usa, Llc System and method for liveness detection using facial landmarks
CN105260731A (en) * 2015-11-25 2016-01-20 商汤集团有限公司 Human face living body detection system and method based on optical pulses
US10210380B2 (en) * 2016-08-09 2019-02-19 Daon Holdings Limited Methods and systems for enhancing user liveness detection
JP6849387B2 (en) * 2016-10-24 2021-03-24 キヤノン株式会社 Image processing device, image processing system, control method of image processing device, and program
CN109389002A (en) * 2017-08-02 2019-02-26 阿里巴巴集团控股有限公司 Biopsy method and device
US11093770B2 (en) * 2017-12-29 2021-08-17 Idemia Identity & Security USA LLC System and method for liveness detection
CN108229376B (en) * 2017-12-29 2022-06-03 百度在线网络技术（北京）有限公司 Method and device for detecting blinking
CN110175549B (en) * 2019-05-20 2024-02-20 腾讯科技（深圳）有限公司 Face image processing method, device, equipment and storage medium
CN110378219B (en) * 2019-06-13 2021-11-19 北京迈格威科技有限公司 Living body detection method, living body detection device, electronic equipment and readable storage medium

Also Published As

Publication number Publication date
WO2021082562A1 (en) 2021-05-06
JP2022522203A (en) 2022-04-14
CN112749603A (en) 2021-05-04
US20210397822A1 (en) 2021-12-23

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