CN115731585A - 人像检测方法、装置、电子设备和存储介质 - Google Patents

人像检测方法、装置、电子设备和存储介质 Download PDF

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Publication number
CN115731585A
CN115731585A CN202110987099.9A CN202110987099A CN115731585A CN 115731585 A CN115731585 A CN 115731585A CN 202110987099 A CN202110987099 A CN 202110987099A CN 115731585 A CN115731585 A CN 115731585A
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China
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image
feature
characteristic
portrait
feature image
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Pending
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CN202110987099.9A
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English (en)
Chinese (zh)
Inventor
李远哲
闵捷
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Siemens Ltd China
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Siemens Ltd China
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Application filed by Siemens Ltd China filed Critical Siemens Ltd China
Priority to CN202110987099.9A priority Critical patent/CN115731585A/zh
Priority to PCT/CN2022/107190 priority patent/WO2023024779A1/fr
Publication of CN115731585A publication Critical patent/CN115731585A/zh
Pending legal-status Critical Current

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    • 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06V10/70—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
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Image Analysis (AREA)
CN202110987099.9A 2021-08-26 2021-08-26 人像检测方法、装置、电子设备和存储介质 Pending CN115731585A (zh)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN202110987099.9A CN115731585A (zh) 2021-08-26 2021-08-26 人像检测方法、装置、电子设备和存储介质
PCT/CN2022/107190 WO2023024779A1 (fr) 2021-08-26 2022-07-21 Procédé et appareil de détection de portrait, dispositif électronique et support de stockage

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110987099.9A CN115731585A (zh) 2021-08-26 2021-08-26 人像检测方法、装置、电子设备和存储介质

Publications (1)

Publication Number Publication Date
CN115731585A true CN115731585A (zh) 2023-03-03

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CN202110987099.9A Pending CN115731585A (zh) 2021-08-26 2021-08-26 人像检测方法、装置、电子设备和存储介质

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CN (1) CN115731585A (fr)
WO (1) WO2023024779A1 (fr)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11631277B2 (en) * 2017-11-10 2023-04-18 Koninklijke Philips N.V. Change-aware person identification
CN110555481A (zh) * 2019-09-06 2019-12-10 腾讯科技（深圳）有限公司 一种人像风格识别方法、装置和计算机可读存储介质
CN111274994B (zh) * 2020-02-13 2022-08-23 腾讯科技（深圳）有限公司 漫画人脸检测方法、装置、电子设备及计算机可读介质
CN111783749A (zh) * 2020-08-12 2020-10-16 成都佳华物链云科技有限公司 一种人脸检测方法、装置、电子设备及存储介质
CN114220126A (zh) * 2021-12-17 2022-03-22 杭州晨鹰军泰科技有限公司 一种目标检测系统及获取方法

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