SG11202107826QA - Facial recognition method and apparatus - Google Patents

Facial recognition method and apparatus

Info

Publication number
SG11202107826QA
SG11202107826QA SG11202107826QA SG11202107826QA SG11202107826QA SG 11202107826Q A SG11202107826Q A SG 11202107826QA SG 11202107826Q A SG11202107826Q A SG 11202107826QA SG 11202107826Q A SG11202107826Q A SG 11202107826QA SG 11202107826Q A SG11202107826Q A SG 11202107826QA
Authority
SG
Singapore
Prior art keywords
recognition method
facial recognition
facial
recognition
Prior art date
Application number
SG11202107826QA
Inventor
Zhipeng Yu
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 SG11202107826QA publication Critical patent/SG11202107826QA/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
    • G06V40/172—Classification, e.g. identification
    • 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
    • G06F18/2148—Generating training patterns; Bootstrap methods, e.g. bagging or boosting characterised by the process organisation or structure, e.g. boosting cascade
    • 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
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G06F18/2193—Validation; Performance evaluation; Active pattern learning techniques based on specific statistical tests
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/251—Fusion techniques of input or preprocessed data
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • 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
    • G06V10/803—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of input or preprocessed 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computational Linguistics (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
SG11202107826QA 2019-03-22 2019-10-30 Facial recognition method and apparatus SG11202107826QA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910220321.5A CN109934198B (en) 2019-03-22 2019-03-22 Face recognition method and device
PCT/CN2019/114432 WO2020192112A1 (en) 2019-03-22 2019-10-30 Facial recognition method and apparatus

Publications (1)

Publication Number Publication Date
SG11202107826QA true SG11202107826QA (en) 2021-08-30

Family

ID=66988039

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202107826QA SG11202107826QA (en) 2019-03-22 2019-10-30 Facial recognition method and apparatus

Country Status (6)

Country Link
US (1) US20210334604A1 (en)
JP (1) JP7038867B2 (en)
CN (1) CN109934198B (en)
SG (1) SG11202107826QA (en)
TW (1) TWI727548B (en)
WO (1) WO2020192112A1 (en)

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109934198B (en) * 2019-03-22 2021-05-14 北京市商汤科技开发有限公司 Face recognition method and device
KR20190098108A (en) * 2019-08-02 2019-08-21 엘지전자 주식회사 Control system to control intelligent robot device
CN110633698A (en) * 2019-09-30 2019-12-31 上海依图网络科技有限公司 Infrared picture identification method, equipment and medium based on loop generation countermeasure network
CN110781856B (en) * 2019-11-04 2023-12-19 浙江大华技术股份有限公司 Heterogeneous face recognition model training method, face recognition method and related device
KR20210067442A (en) * 2019-11-29 2021-06-08 엘지전자 주식회사 Automatic labeling apparatus and method for object recognition
CN111539287B (en) * 2020-04-16 2023-04-07 北京百度网讯科技有限公司 Method and device for training face image generation model
CN112052792B (en) * 2020-09-04 2022-04-26 恒睿(重庆)人工智能技术研究院有限公司 Cross-model face recognition method, device, equipment and medium
CN112183480B (en) * 2020-10-29 2024-06-04 奥比中光科技集团股份有限公司 Face recognition method, device, terminal equipment and storage medium
CN112614199B (en) * 2020-11-23 2024-09-20 上海眼控科技股份有限公司 Semantic segmentation image conversion method, device, computer equipment and storage medium
CN115761833B (en) * 2022-10-10 2023-10-24 荣耀终端有限公司 Face recognition method, electronic equipment and medium

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CN1967561A (en) * 2005-11-14 2007-05-23 株式会社日立制作所 Method for making gender recognition handler, method and device for gender recognition
US9660995B2 (en) * 2013-02-20 2017-05-23 The University Of North Carolina At Chapel Hill Methods, systems, and computer readable media for combating device theft with user notarization
CN104143079B (en) * 2013-05-10 2016-08-17 腾讯科技（深圳）有限公司 The method and system of face character identification
US9940506B2 (en) * 2013-11-25 2018-04-10 Ehsan FAZL ERSI System and method for face recognition
JP6476589B2 (en) 2014-05-15 2019-03-06 カシオ計算機株式会社 AGE ESTIMATION DEVICE, IMAGING DEVICE, AGE ESTIMATION METHOD, AND PROGRAM
CN105138973B (en) * 2015-08-11 2018-11-09 北京天诚盛业科技有限公司 The method and apparatus of face authentication
CN105426860B (en) * 2015-12-01 2019-09-27 北京眼神智能科技有限公司 The method and apparatus of recognition of face
JP2017102671A (en) 2015-12-01 2017-06-08 キヤノン株式会社 Identification device, adjusting device, information processing method, and program
CN105608450B (en) * 2016-03-01 2018-11-27 天津中科智能识别产业技术研究院有限公司 Heterogeneous face identification method based on depth convolutional neural networks
WO2017174982A1 (en) 2016-04-06 2017-10-12 Queen Mary University Of London Method of matching a sketch image to a face image
CN106056083B (en) * 2016-05-31 2019-08-13 腾讯科技（深圳）有限公司 A kind of information processing method and terminal
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CN106022317A (en) * 2016-06-27 2016-10-12 北京小米移动软件有限公司 Face identification method and apparatus
CN106650573B (en) * 2016-09-13 2019-07-16 华南理工大学 A kind of face verification method and system across the age
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CN109934198B (en) * 2019-03-22 2021-05-14 北京市商汤科技开发有限公司 Face recognition method and device

Also Published As

Publication number Publication date
CN109934198B (en) 2021-05-14
JP2021530045A (en) 2021-11-04
TWI727548B (en) 2021-05-11
WO2020192112A1 (en) 2020-10-01
JP7038867B2 (en) 2022-03-18
TW202036367A (en) 2020-10-01
CN109934198A (en) 2019-06-25
US20210334604A1 (en) 2021-10-28

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