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SG11202110569TA - Image processing method and apparatus, electronic device and storage medium - Google Patents

Image processing method and apparatus, electronic device and storage medium

Info

Publication number
SG11202110569TA
SG11202110569TA SG11202110569TA SG11202110569TA SG11202110569TA SG 11202110569T A SG11202110569T A SG 11202110569TA SG 11202110569T A SG11202110569T A SG 11202110569TA SG 11202110569T A SG11202110569T A SG 11202110569TA SG 11202110569T A SG11202110569T A SG 11202110569TA
Authority
SG
Singapore
Prior art keywords
electronic device
image processing
storage medium
processing method
image
Prior art date
Application number
SG11202110569TA
Inventor
Chengkai Zhu
Xuesen Zhang
Wei Wu
Liwei Huang
Dong Liang
Original Assignee
Shenzhen Sensetime 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 Shenzhen Sensetime Technology Co Ltd filed Critical Shenzhen Sensetime Technology Co Ltd
Publication of SG11202110569TA publication Critical patent/SG11202110569TA/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172Classification, e.g. identification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/55Clustering; Classification
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/23Clustering techniques
    • G06F18/232Non-hierarchical techniques
    • G06F18/2321Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/25Fusion techniques
    • G06F18/254Fusion techniques of classification results, e.g. of results related to same input data
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G06V10/763Non-hierarchical techniques, e.g. based on statistics of modelling distributions
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77Processing 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
    • G06V10/80Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809Fusion, 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
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168Feature extraction; Face representation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Human Computer Interaction (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Library & Information Science (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
  • Computing Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
SG11202110569TA 2019-08-30 2020-06-01 Image processing method and apparatus, electronic device and storage medium SG11202110569TA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201910818028.9A CN110569777B (en) 2019-08-30 2019-08-30 Image processing method and device, electronic device and storage medium
PCT/CN2020/093779 WO2021036382A1 (en) 2019-08-30 2020-06-01 Image processing method and apparatus, electronic device and storage medium

Publications (1)

Publication Number Publication Date
SG11202110569TA true SG11202110569TA (en) 2021-10-28

Family

ID=68777249

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202110569TA SG11202110569TA (en) 2019-08-30 2020-06-01 Image processing method and apparatus, electronic device and storage medium

Country Status (6)

Country Link
US (1) US20220019772A1 (en)
JP (1) JP2022523243A (en)
CN (1) CN110569777B (en)
SG (1) SG11202110569TA (en)
TW (1) TW202109360A (en)
WO (1) WO2021036382A1 (en)

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CN110569777B (en) * 2019-08-30 2022-05-06 深圳市商汤科技有限公司 Image processing method and device, electronic device and storage medium
CN113111689B (en) * 2020-01-13 2024-12-03 腾讯科技(深圳)有限公司 A sample mining method, device, equipment and storage medium
CN111598173A (en) * 2020-05-19 2020-08-28 腾讯科技(深圳)有限公司 Seat occupation preventing method and device
CN111783743A (en) * 2020-07-31 2020-10-16 上海依图网络科技有限公司 Image clustering method and device
CN112131999B (en) * 2020-09-17 2023-11-28 浙江商汤科技开发有限公司 Identity determination methods and devices, electronic equipment and storage media
CN112818867B (en) * 2021-02-02 2024-05-31 浙江大华技术股份有限公司 Portrait clustering method, equipment and storage medium
CN112948612B (en) * 2021-03-16 2024-02-06 杭州海康威视数字技术股份有限公司 Human body cover generation method and device, electronic equipment and storage medium
CN113360688B (en) * 2021-06-28 2024-02-20 北京百度网讯科技有限公司 Method, device and system for constructing information base
CN113920410A (en) * 2021-10-08 2022-01-11 南京启数智能系统有限公司 Method for realizing portrait clustering based on multi-data fusion analysis
CN114333039B (en) * 2022-03-03 2022-07-08 济南博观智能科技有限公司 Method, device and medium for clustering human images
CN115273191A (en) * 2022-07-26 2022-11-01 杭州海康威视数字技术股份有限公司 Face document gathering method, face recognition method, device, equipment and medium
CN115953650B (en) * 2023-03-01 2023-06-27 杭州海康威视数字技术股份有限公司 Training method and device for feature fusion model

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US20070237364A1 (en) * 2006-03-31 2007-10-11 Fuji Photo Film Co., Ltd. Method and apparatus for context-aided human identification
TWI326048B (en) * 2006-10-14 2010-06-11 Asustek Comp Inc Image recognition method and system using the method
JP2010233737A (en) * 2009-03-30 2010-10-21 Sogo Keibi Hosho Co Ltd Body type determination method, body type determination system, and monitoring system using the same
JP2014229178A (en) * 2013-05-24 2014-12-08 株式会社東芝 Electronic apparatus, display control method, and program
JP6427973B2 (en) * 2014-06-12 2018-11-28 オムロン株式会社 Image recognition apparatus and feature data registration method in image recognition apparatus
CN104731964A (en) * 2015-04-07 2015-06-24 上海海势信息科技有限公司 Face abstracting method and video abstracting method based on face recognition and devices thereof
CN106295469B (en) * 2015-05-21 2020-04-17 北京文安智能技术股份有限公司 Method, device and system for analyzing visitor attribute based on human face
CN105893937A (en) * 2016-03-28 2016-08-24 联想(北京)有限公司 Image identification method and apparatus
CN106295568B (en) * 2016-08-11 2019-10-18 上海电力学院 Human natural state emotion recognition method based on the combination of expression and behavior
CN106874347B (en) * 2016-12-26 2020-12-01 深圳市深网视界科技有限公司 Method and system for matching human body characteristics with MAC (media access control) addresses
CN107644204B (en) * 2017-09-12 2020-11-10 南京凌深信息科技有限公司 Human body identification and tracking method for security system
CN107644213A (en) * 2017-09-26 2018-01-30 司马大大(北京)智能系统有限公司 Video person extraction method and device
CN108154171B (en) * 2017-12-20 2021-04-23 北京奇艺世纪科技有限公司 Figure identification method and device and electronic equipment
CN108509994B (en) * 2018-03-30 2022-04-12 百度在线网络技术(北京)有限公司 Method and device for clustering character images
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CN110175555A (en) * 2019-05-23 2019-08-27 厦门市美亚柏科信息股份有限公司 Facial image clustering method and device
CN110569777B (en) * 2019-08-30 2022-05-06 深圳市商汤科技有限公司 Image processing method and device, electronic device and storage medium

Also Published As

Publication number Publication date
WO2021036382A9 (en) 2022-01-13
TW202109360A (en) 2021-03-01
US20220019772A1 (en) 2022-01-20
JP2022523243A (en) 2022-04-21
WO2021036382A1 (en) 2021-03-04
CN110569777B (en) 2022-05-06
CN110569777A (en) 2019-12-13

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