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CN110741377A - 人脸图像处理方法、装置、存储介质及电子设备 - Google Patents

人脸图像处理方法、装置、存储介质及电子设备 Download PDF

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Publication number
CN110741377A
CN110741377A CN201780092006.8A CN201780092006A CN110741377A CN 110741377 A CN110741377 A CN 110741377A CN 201780092006 A CN201780092006 A CN 201780092006A CN 110741377 A CN110741377 A CN 110741377A
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image
face
face image
determining
acquiring
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CN201780092006.8A
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梁昆
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Guangdong Oppo Mobile Telecommunications Corp Ltd
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Publication of CN110741377A publication Critical patent/CN110741377A/zh
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/60—Editing figures and text; Combining figures or text
    • 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
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • 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
    • G06V10/82—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
    • 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
    • G06V40/165—Detection; Localisation; Normalisation using facial parts and geometric 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
    • G06V40/168—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
    • 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
    • H04N23/60—Control of cameras or camera modules

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Human Computer Interaction (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Geometry (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)

Abstract

一种人脸图像处理方法，包括：对人脸图像进行识别，得到识别结果；根据识别结果获取对应的图像调整参数集合；确定人脸图像中人脸相对于参考人脸图像中参考人脸的偏转角度；根据偏转角度从图像调整参数集合中选取目标图像调整参数；根据目标图像调整参数处理人脸图像。本发明还涉及人脸图像处理装置、存储介质及电子设备。

Description

PCT国内申请，说明书已公开。

Claims (20)

  1. PCT国内申请，权利要求书已公开。
CN201780092006.8A 2017-06-30 2017-06-30 人脸图像处理方法、装置、存储介质及电子设备 Pending CN110741377A (zh)

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PCT/CN2017/091352 WO2019000462A1 (zh) 2017-06-30 2017-06-30 人脸图像处理方法、装置、存储介质及电子设备

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CN110741377A true CN110741377A (zh) 2020-01-31

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US (1) US11163978B2 (zh)
EP (1) EP3647992A4 (zh)
CN (1) CN110741377A (zh)
WO (1) WO2019000462A1 (zh)

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CN113255399A (zh) * 2020-02-10 2021-08-13 北京地平线机器人技术研发有限公司 目标匹配方法和系统、服务端、云端、存储介质、设备
CN113487745A (zh) * 2021-07-16 2021-10-08 思享智汇(海南)科技有限责任公司 一种增强现实的方法、装置及系统
CN113657379A (zh) * 2021-08-09 2021-11-16 杭州华橙软件技术有限公司 图像处理方法、装置、计算机可读存储介质及处理器

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CN110741377A (zh) * 2017-06-30 2020-01-31 Oppo广东移动通信有限公司 人脸图像处理方法、装置、存储介质及电子设备
CN109359499A (zh) * 2017-07-26 2019-02-19 虹软科技股份有限公司 一种用于脸部分类的方法和装置
CN108229308A (zh) * 2017-11-23 2018-06-29 北京市商汤科技开发有限公司 目标对象识别方法、装置、存储介质和电子设备
CN110309691B (zh) * 2018-03-27 2022-12-27 腾讯科技（深圳）有限公司 一种人脸识别方法、装置、服务器及存储介质
CN111652123B (zh) * 2020-06-01 2023-11-14 腾讯科技（深圳）有限公司 图像处理和图像合成方法、装置和存储介质
KR102497805B1 (ko) 2020-07-31 2023-02-10 주식회사 펫타버스 인공지능 기반 반려동물 신원확인 시스템 및 방법
CN112085701B (zh) * 2020-08-05 2024-06-11 深圳市优必选科技股份有限公司 一种人脸模糊度检测方法、装置、终端设备及存储介质
CN112561787B (zh) * 2020-12-22 2024-03-22 维沃移动通信有限公司 图像处理方法、装置、电子设备及存储介质
CN114339393A (zh) * 2021-11-17 2022-04-12 广州方硅信息技术有限公司 直播画面的显示处理方法、服务器、设备、系统及介质

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CN113255399A (zh) * 2020-02-10 2021-08-13 北京地平线机器人技术研发有限公司 目标匹配方法和系统、服务端、云端、存储介质、设备
CN113487745A (zh) * 2021-07-16 2021-10-08 思享智汇(海南)科技有限责任公司 一种增强现实的方法、装置及系统
CN113657379A (zh) * 2021-08-09 2021-11-16 杭州华橙软件技术有限公司 图像处理方法、装置、计算机可读存储介质及处理器

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EP3647992A4 (en) 2020-07-08
EP3647992A1 (en) 2020-05-06
US20200104568A1 (en) 2020-04-02
US11163978B2 (en) 2021-11-02
WO2019000462A1 (zh) 2019-01-03

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