CN106709932B - 一种人脸位置跟踪方法、装置和电子设备 - Google Patents

一种人脸位置跟踪方法、装置和电子设备 Download PDF

Info

Publication number
CN106709932B
CN106709932B CN201510772348.7A CN201510772348A CN106709932B CN 106709932 B CN106709932 B CN 106709932B CN 201510772348 A CN201510772348 A CN 201510772348A CN 106709932 B CN106709932 B CN 106709932B
Authority
CN
China
Prior art keywords
face
picture
region
area
next frame
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
CN201510772348.7A
Other languages
English (en)
Chinese (zh)
Other versions
CN106709932A (zh
Inventor
王楠
杜志军
张宇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Advanced New Technologies Co Ltd
Advantageous New Technologies Co Ltd
Original Assignee
Advanced New Technologies 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
Priority to CN201510772348.7A priority Critical patent/CN106709932B/zh
Application filed by Advanced New Technologies Co Ltd filed Critical Advanced New Technologies Co Ltd
Priority to AU2016352215A priority patent/AU2016352215B2/en
Priority to JP2018524732A priority patent/JP6873126B2/ja
Priority to MYPI2018000714A priority patent/MY196931A/en
Priority to KR1020187016518A priority patent/KR102150776B1/ko
Priority to PCT/CN2016/104491 priority patent/WO2017080399A1/zh
Priority to EP16863576.1A priority patent/EP3376469A4/en
Priority to SG10202001825PA priority patent/SG10202001825PA/en
Priority to SG11201803990YA priority patent/SG11201803990YA/en
Publication of CN106709932A publication Critical patent/CN106709932A/zh
Priority to US15/977,576 priority patent/US10410046B2/en
Priority to PH12018501017A priority patent/PH12018501017A1/en
Priority to US16/561,918 priority patent/US10713472B2/en
Priority to US16/925,072 priority patent/US11003893B2/en
Application granted granted Critical
Publication of CN106709932B publication Critical patent/CN106709932B/zh
Priority to US17/316,487 priority patent/US11423695B2/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/246Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/11Complex mathematical operations for solving equations, e.g. nonlinear equations, general mathematical optimization problems
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/22Matching criteria, e.g. proximity measures
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/223Analysis of motion using block-matching
    • 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
    • G06V40/161Detection; Localisation; Normalisation
    • G06V40/167Detection; Localisation; Normalisation using comparisons between temporally consecutive images
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • G06T2207/30201Face

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Health & Medical Sciences (AREA)
  • Pure & Applied Mathematics (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Analysis (AREA)
  • Computational Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Algebra (AREA)
  • Operations Research (AREA)
  • Databases & Information Systems (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Studio Devices (AREA)
CN201510772348.7A 2015-11-12 2015-11-12 一种人脸位置跟踪方法、装置和电子设备 Expired - Fee Related CN106709932B (zh)

Priority Applications (14)

Application Number Priority Date Filing Date Title
CN201510772348.7A CN106709932B (zh) 2015-11-12 2015-11-12 一种人脸位置跟踪方法、装置和电子设备
JP2018524732A JP6873126B2 (ja) 2015-11-12 2016-11-04 顔位置追跡方法、装置及び電子デバイス
MYPI2018000714A MY196931A (en) 2015-11-12 2016-11-04 Face location tracking method, apparatus, and electronic device
KR1020187016518A KR102150776B1 (ko) 2015-11-12 2016-11-04 얼굴 위치 추적 방법, 장치 및 전자 디바이스
PCT/CN2016/104491 WO2017080399A1 (zh) 2015-11-12 2016-11-04 一种人脸位置跟踪方法、装置和电子设备
EP16863576.1A EP3376469A4 (en) 2015-11-12 2016-11-04 Method and device for tracking location of human face, and electronic equipment
SG10202001825PA SG10202001825PA (en) 2015-11-12 2016-11-04 Face location tracking method, apparatus, and electronic device
SG11201803990YA SG11201803990YA (en) 2015-11-12 2016-11-04 Face location tracking method, apparatus, and electronic device
AU2016352215A AU2016352215B2 (en) 2015-11-12 2016-11-04 Method and device for tracking location of human face, and electronic equipment
US15/977,576 US10410046B2 (en) 2015-11-12 2018-05-11 Face location tracking method, apparatus, and electronic device
PH12018501017A PH12018501017A1 (en) 2015-11-12 2018-05-15 Method, apparatus, and electronic device for face tracking
US16/561,918 US10713472B2 (en) 2015-11-12 2019-09-05 Face location tracking method, apparatus, and electronic device
US16/925,072 US11003893B2 (en) 2015-11-12 2020-07-09 Face location tracking method, apparatus, and electronic device
US17/316,487 US11423695B2 (en) 2015-11-12 2021-05-10 Face location tracking method, apparatus, and electronic device

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510772348.7A CN106709932B (zh) 2015-11-12 2015-11-12 一种人脸位置跟踪方法、装置和电子设备

Publications (2)

Publication Number Publication Date
CN106709932A CN106709932A (zh) 2017-05-24
CN106709932B true CN106709932B (zh) 2020-12-04

Family

ID=58694441

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510772348.7A Expired - Fee Related CN106709932B (zh) 2015-11-12 2015-11-12 一种人脸位置跟踪方法、装置和电子设备

Country Status (10)

Country Link
US (4) US10410046B2 (https=)
EP (1) EP3376469A4 (https=)
JP (1) JP6873126B2 (https=)
KR (1) KR102150776B1 (https=)
CN (1) CN106709932B (https=)
AU (1) AU2016352215B2 (https=)
MY (1) MY196931A (https=)
PH (1) PH12018501017A1 (https=)
SG (2) SG11201803990YA (https=)
WO (1) WO2017080399A1 (https=)

Families Citing this family (41)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106709932B (zh) 2015-11-12 2020-12-04 创新先进技术有限公司 一种人脸位置跟踪方法、装置和电子设备
CA3056026A1 (en) * 2016-03-22 2017-09-28 Communities Uncomplicated Inc. A method and system for tracking objects
CN106778585B (zh) * 2016-12-08 2019-04-16 腾讯科技(上海)有限公司 一种人脸关键点跟踪方法和装置
CN109508575A (zh) * 2017-09-14 2019-03-22 深圳超多维科技有限公司 人脸跟踪方法及装置、电子设备和计算机可读存储介质
CN107622252B (zh) * 2017-09-29 2022-02-22 百度在线网络技术(北京)有限公司 信息生成方法和装置
US10462370B2 (en) 2017-10-03 2019-10-29 Google Llc Video stabilization
CN107944381B (zh) * 2017-11-20 2020-06-16 深圳云天励飞技术有限公司 人脸跟踪方法、装置、终端及存储介质
CN108109107B (zh) * 2017-12-18 2021-08-20 北京奇虎科技有限公司 视频数据处理方法及装置、计算设备
CN108334811B (zh) * 2017-12-26 2021-06-04 大唐软件技术股份有限公司 一种人脸图像处理方法及装置
CN108256479B (zh) * 2018-01-17 2023-08-01 百度在线网络技术(北京)有限公司 人脸跟踪方法和装置
JP7163372B2 (ja) * 2018-03-06 2022-10-31 北京市商▲湯▼科技▲開▼▲発▼有限公司 目標トラッキング方法及び装置、電子機器並びに記憶媒体
CN108460787B (zh) 2018-03-06 2020-11-27 北京市商汤科技开发有限公司 目标跟踪方法和装置、电子设备、程序、存储介质
US10171738B1 (en) * 2018-05-04 2019-01-01 Google Llc Stabilizing video to reduce camera and face movement
CN108776822B (zh) * 2018-06-22 2020-04-24 腾讯科技(深圳)有限公司 目标区域检测方法、装置、终端及存储介质
CN109064489A (zh) * 2018-07-17 2018-12-21 北京新唐思创教育科技有限公司 用于人脸追踪的方法、装置、设备和介质
CN110866428B (zh) * 2018-08-28 2023-12-15 杭州海康威视数字技术股份有限公司 目标跟踪方法、装置、电子设备及存储介质
CN110909579A (zh) * 2018-09-18 2020-03-24 杭州海康威视数字技术股份有限公司 一种视频图像处理方法、装置、电子设备及存储介质
CN110970057B (zh) * 2018-09-29 2022-10-28 华为技术有限公司 一种声音处理方法、装置与设备
CN109241345B (zh) * 2018-10-10 2022-10-14 百度在线网络技术(北京)有限公司 基于人脸识别的视频定位方法和装置
KR102177453B1 (ko) * 2018-10-16 2020-11-11 서울시립대학교 산학협력단 얼굴 인식 방법 및 얼굴 인식 장치
CN109461169A (zh) * 2018-10-22 2019-03-12 同济大学 一种用于人脸追踪和人体定位的系统及方法
CN111127508B (zh) * 2018-10-31 2023-05-02 杭州海康威视数字技术股份有限公司 一种基于视频的目标跟踪方法及装置
KR102144101B1 (ko) * 2019-02-15 2020-08-12 주식회사 비플러스랩 안면 인식 방법 및 이를 적용한 출입문 안면 인식 시스템
TWI719409B (zh) * 2019-02-23 2021-02-21 和碩聯合科技股份有限公司 追蹤系統及其方法
CN109993081A (zh) * 2019-03-20 2019-07-09 浙江农林大学暨阳学院 一种基于道路视频及车牌检测的车流量统计方法
CN111722772A (zh) * 2019-03-21 2020-09-29 阿里巴巴集团控股有限公司 内容显示方法、装置及计算设备
CN110580444B (zh) * 2019-06-28 2023-09-08 时进制(上海)技术有限公司 一种人体检测方法及装置
JP7129652B2 (ja) * 2019-07-22 2022-09-02 パナソニックIpマネジメント株式会社 歩行機能評価装置、歩行機能評価システム、歩行機能評価方法、プログラム、及び、認知機能評価装置
SG10201913029SA (en) * 2019-12-23 2021-04-29 Sensetime Int Pte Ltd Target tracking method and apparatus, electronic device, and storage medium
CN111339855B (zh) * 2020-02-14 2023-05-23 睿魔智能科技(深圳)有限公司 基于视觉的目标跟踪方法、系统、设备及存储介质
CN111429338B (zh) * 2020-03-18 2023-08-01 百度在线网络技术(北京)有限公司 用于处理视频的方法、装置、设备和计算机可读存储介质
CN111444875B (zh) * 2020-04-07 2024-05-03 珠海格力电器股份有限公司 一种人脸跟踪方法、装置、设备和计算机可读存储介质
CN111565300B (zh) * 2020-05-22 2020-12-22 深圳市百川安防科技有限公司 基于对象的视频文件处理方法、设备及系统
US11190689B1 (en) 2020-07-29 2021-11-30 Google Llc Multi-camera video stabilization
CN112417963A (zh) * 2020-10-20 2021-02-26 上海卫莎网络科技有限公司 一种优化视频目标检测、识别或分割的精度和效率的方法
CN114387279B (zh) * 2020-10-22 2026-03-17 北京三六零智领科技有限公司 人脸区域选取方法、设备、存储介质及装置
CN113936039B (zh) * 2021-10-15 2024-11-22 北京爱笔科技有限公司 一种对象跟踪方法、装置及系统
CN114220163B (zh) * 2021-11-18 2023-01-06 北京百度网讯科技有限公司 人体姿态估计方法、装置、电子设备及存储介质
CN116152872A (zh) * 2021-11-18 2023-05-23 北京眼神智能科技有限公司 人脸跟踪方法、装置、存储介质及设备
US12423835B2 (en) * 2021-12-17 2025-09-23 Samsung Electronics Co., Ltd. Method and apparatus with target tracking
US20240112410A1 (en) * 2022-09-29 2024-04-04 International Business Machines Corporation Learned feature prioritization to reduce image display noise

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040228505A1 (en) * 2003-04-14 2004-11-18 Fuji Photo Film Co., Ltd. Image characteristic portion extraction method, computer readable medium, and data collection and processing device
US20060204036A1 (en) * 2005-03-09 2006-09-14 Dean Huang Method for intelligent video processing
EP1909229B1 (en) * 2006-10-03 2014-02-19 Nikon Corporation Tracking device and image-capturing apparatus
JP4987513B2 (ja) * 2007-03-07 2012-07-25 綜合警備保障株式会社 追跡装置、追跡方法、及び追跡プログラム
JP4882956B2 (ja) * 2007-10-22 2012-02-22 ソニー株式会社 画像処理装置および画像処理方法
CN101231703A (zh) * 2008-02-28 2008-07-30 上海交通大学 基于相关向量机和提升学习的多人脸跟踪方法
CN101527838B (zh) * 2008-03-04 2010-12-08 华为技术有限公司 对视频对象的反馈式对象检测与跟踪的方法和系统
US8131068B2 (en) * 2008-06-06 2012-03-06 Nikon Corporation Image matching device and camera
JP2010021943A (ja) * 2008-07-14 2010-01-28 Sanyo Electric Co Ltd 撮像装置
KR20100057362A (ko) * 2008-11-21 2010-05-31 삼성전자주식회사 영상의 유사도 판단 방법, 상기 방법을 기록한 기록 매체 및 상기 방법을 실행하는 장치
JP5127686B2 (ja) * 2008-12-11 2013-01-23 キヤノン株式会社 画像処理装置および画像処理方法、ならびに、撮像装置
JP5272789B2 (ja) * 2009-02-19 2013-08-28 株式会社ニコン 撮像装置
CN102054159B (zh) * 2009-10-28 2014-05-28 腾讯科技(深圳)有限公司 一种人脸跟踪的方法和装置
JP5355446B2 (ja) * 2010-02-19 2013-11-27 株式会社東芝 移動物体追跡システムおよび移動物体追跡方法
JP5746937B2 (ja) * 2011-09-01 2015-07-08 ルネサスエレクトロニクス株式会社 オブジェクト追跡装置
CN102306290B (zh) * 2011-10-14 2013-10-30 刘伟华 一种基于视频的人脸跟踪识别方法
US9626552B2 (en) * 2012-03-12 2017-04-18 Hewlett-Packard Development Company, L.P. Calculating facial image similarity
JP5955057B2 (ja) * 2012-03-30 2016-07-20 セコム株式会社 顔画像認証装置
CN103902960A (zh) * 2012-12-28 2014-07-02 北京计算机技术及应用研究所 一种实时人脸识别系统及其方法
US20140286527A1 (en) * 2013-03-20 2014-09-25 Qualcomm Incorporated Systems and methods for accelerated face detection
CN103279751A (zh) * 2013-06-19 2013-09-04 电子科技大学 一种基于精确定位虹膜的眼动跟踪方法
JP6117089B2 (ja) * 2013-12-12 2017-04-19 セコム株式会社 人物検出装置
CN104318211A (zh) * 2014-10-17 2015-01-28 中国传媒大学 一种抗遮挡人脸跟踪方法
CN104794439A (zh) * 2015-04-10 2015-07-22 上海交通大学 基于多相机的准正面人脸图像实时优选方法及系统
CN106709932B (zh) 2015-11-12 2020-12-04 创新先进技术有限公司 一种人脸位置跟踪方法、装置和电子设备

Also Published As

Publication number Publication date
KR20180084085A (ko) 2018-07-24
JP2018533805A (ja) 2018-11-15
JP6873126B2 (ja) 2021-05-19
MY196931A (en) 2023-05-11
SG11201803990YA (en) 2018-06-28
US20200342211A1 (en) 2020-10-29
WO2017080399A1 (zh) 2017-05-18
US10410046B2 (en) 2019-09-10
CN106709932A (zh) 2017-05-24
PH12018501017A1 (en) 2018-11-05
US11003893B2 (en) 2021-05-11
US20210264133A1 (en) 2021-08-26
US10713472B2 (en) 2020-07-14
US11423695B2 (en) 2022-08-23
AU2016352215B2 (en) 2020-10-01
EP3376469A4 (en) 2018-11-21
KR102150776B1 (ko) 2020-09-02
SG10202001825PA (en) 2020-04-29
US20190392199A1 (en) 2019-12-26
EP3376469A1 (en) 2018-09-19
AU2016352215A1 (en) 2018-06-21
US20180260614A1 (en) 2018-09-13

Similar Documents

Publication Publication Date Title
CN106709932B (zh) 一种人脸位置跟踪方法、装置和电子设备
CN108960163B (zh) 手势识别方法、装置、设备和存储介质
US9179071B2 (en) Electronic device and image selection method thereof
US10452893B2 (en) Method, terminal, and storage medium for tracking facial critical area
US10007841B2 (en) Human face recognition method, apparatus and terminal
CN103093212B (zh) 基于人脸检测和跟踪截取人脸图像的方法和装置
CN110135246A (zh) 一种人体动作的识别方法及设备
WO2019023921A1 (zh) 一种手势识别方法、装置及设备
EP2966591B1 (en) Method and apparatus for identifying salient events by analyzing salient video segments identified by sensor information
US11244154B2 (en) Target hand tracking method and apparatus, electronic device, and storage medium
WO2015058381A1 (zh) 从连拍图像中选择图像的方法和终端
CN104049760B (zh) 一种人机交互命令的获取方法及系统
CN107784281B (zh) 人脸检测方法、装置、设备及计算机可读介质
AU2020294217A1 (en) Gesture recognition method and apparatus, electronic device, and storage medium
CN113938671B (zh) 图像内容分析方法、装置、电子设备和存储介质
CN106709400A (zh) 一种感官张闭状态的识别方法、装置及客户端
JPWO2018179119A1 (ja) 映像解析装置、映像解析方法およびプログラム
HK1237515A1 (en) Face position tracking method and device and electronic equipment
HK1237515A (en) Face position tracking method and device and electronic equipment
HK1237515B (zh) 一种人脸位置跟踪方法、装置和电子设备
CN118570293A (zh) 一种骨骼点定位方法及设备

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
REG Reference to a national code

Ref country code: HK

Ref legal event code: DE

Ref document number: 1237515

Country of ref document: HK

TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20201012

Address after: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands

Applicant after: Innovative advanced technology Co.,Ltd.

Address before: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands

Applicant before: Advanced innovation technology Co.,Ltd.

Effective date of registration: 20201012

Address after: Cayman Enterprise Centre, 27 Hospital Road, George Town, Grand Cayman Islands

Applicant after: Advanced innovation technology Co.,Ltd.

Address before: Greater Cayman, British Cayman Islands

Applicant before: Alibaba Group Holding Ltd.

GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20201204