PL3523754T3 - Sposób i aparat do wykrywania żywotności twarzy oraz urządzenie elektroniczne - Google Patents

Sposób i aparat do wykrywania żywotności twarzy oraz urządzenie elektroniczne

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Publication number
PL3523754T3
PL3523754T3 PL18735070T PL18735070T PL3523754T3 PL 3523754 T3 PL3523754 T3 PL 3523754T3 PL 18735070 T PL18735070 T PL 18735070T PL 18735070 T PL18735070 T PL 18735070T PL 3523754 T3 PL3523754 T3 PL 3523754T3
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PL
Poland
Prior art keywords
electronic device
detection method
liveness detection
face liveness
face
Prior art date
Application number
PL18735070T
Other languages
English (en)
Inventor
Chenguang Ma
Original Assignee
Advanced New Technologies Co., Ltd.
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Publication date
Application filed by Advanced New Technologies Co., Ltd. filed Critical Advanced New Technologies Co., Ltd.
Publication of PL3523754T3 publication Critical patent/PL3523754T3/pl

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    • 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
    • G06V40/164—Detection; Localisation; Normalisation using holistic 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
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • 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
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video 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
    • G06V10/764—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
    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • 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
    • 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
PL18735070T 2017-06-07 2018-06-07 Sposób i aparat do wykrywania żywotności twarzy oraz urządzenie elektroniczne PL3523754T3 (pl)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201710421333.5A CN107358157B (zh) 2017-06-07 2017-06-07 一种人脸活体检测方法、装置以及电子设备
EP18735070.7A EP3523754B1 (en) 2017-06-07 2018-06-07 Face liveness detection method and apparatus, and electronic device
PCT/US2018/036505 WO2018226990A1 (en) 2017-06-07 2018-06-07 Face liveness detection method and apparatus, and electronic device

Publications (1)

Publication Number Publication Date
PL3523754T3 true PL3523754T3 (pl) 2021-10-04

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PL18735070T PL3523754T3 (pl) 2017-06-07 2018-06-07 Sposób i aparat do wykrywania żywotności twarzy oraz urządzenie elektroniczne

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Country Link
US (1) US10671870B2 (pl)
EP (2) EP3523754B1 (pl)
JP (1) JP6732317B2 (pl)
KR (1) KR102142232B1 (pl)
CN (2) CN107358157B (pl)
AU (2) AU2018280235B2 (pl)
BR (1) BR112019009219A2 (pl)
CA (1) CA3043230C (pl)
ES (1) ES2878374T3 (pl)
MX (1) MX2019005352A (pl)
MY (1) MY196557A (pl)
PH (1) PH12019501009A1 (pl)
PL (1) PL3523754T3 (pl)
RU (1) RU2714096C1 (pl)
SG (1) SG10202005728SA (pl)
TW (1) TWI714834B (pl)
WO (1) WO2018226990A1 (pl)
ZA (1) ZA201902833B (pl)

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CN106780482A (zh) * 2017-01-08 2017-05-31 广东工业大学 一种医学图像分类方法
KR102387571B1 (ko) * 2017-03-27 2022-04-18 삼성전자주식회사 라이브니스 검사 방법 및 장치
CN107358157B (zh) * 2017-06-07 2020-10-02 创新先进技术有限公司 一种人脸活体检测方法、装置以及电子设备
CN107480725A (zh) * 2017-08-23 2017-12-15 京东方科技集团股份有限公司 基于深度学习的图像识别方法、装置和计算机设备

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AU2018280235B2 (en) 2020-01-23
PH12019501009A1 (en) 2019-12-02
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AU2020201662A1 (en) 2020-03-26
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CN107358157B (zh) 2020-10-02
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