JP6030240B2 - 顔認識のための方法および装置 - Google Patents

顔認識のための方法および装置 Download PDF

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JP6030240B2
JP6030240B2 JP2015527491A JP2015527491A JP6030240B2 JP 6030240 B2 JP6030240 B2 JP 6030240B2 JP 2015527491 A JP2015527491 A JP 2015527491A JP 2015527491 A JP2015527491 A JP 2015527491A JP 6030240 B2 JP6030240 B2 JP 6030240B2
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face
images
observed
computer
data
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JP2015529354A (ja
JP2015529354A5 (enExample
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キ、インヨン
ビ、ニン
グオ、フェン
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Qualcomm Inc
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Qualcomm Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V40/173—Classification, e.g. identification face re-identification, e.g. recognising unknown faces across different face tracks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/28—Determining representative reference patterns, e.g. by averaging or distorting; Generating dictionaries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/772—Determining representative reference patterns, e.g. averaging or distorting patterns; Generating dictionaries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/467—Encoded features or binary features, e.g. local binary patterns [LBP]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Human Computer Interaction (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Software Systems (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 Analysis (AREA)
  • Collating Specific Patterns (AREA)
JP2015527491A 2012-08-15 2013-08-07 顔認識のための方法および装置 Active JP6030240B2 (ja)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201261683574P 2012-08-15 2012-08-15
US61/683,574 2012-08-15
US13/744,906 US9183429B2 (en) 2012-08-15 2013-01-18 Method and apparatus for facial recognition
US13/744,906 2013-01-18
PCT/US2013/053973 WO2014028286A1 (en) 2012-08-15 2013-08-07 Method and apparatus for facial recognition

Publications (3)

Publication Number Publication Date
JP2015529354A JP2015529354A (ja) 2015-10-05
JP2015529354A5 JP2015529354A5 (enExample) 2016-03-03
JP6030240B2 true JP6030240B2 (ja) 2016-11-24

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Family Applications (1)

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JP2015527491A Active JP6030240B2 (ja) 2012-08-15 2013-08-07 顔認識のための方法および装置

Country Status (5)

Country Link
US (1) US9183429B2 (enExample)
EP (1) EP2885742A1 (enExample)
JP (1) JP6030240B2 (enExample)
CN (1) CN104584034B (enExample)
WO (1) WO2014028286A1 (enExample)

Families Citing this family (32)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130273969A1 (en) * 2011-12-01 2013-10-17 Finding Rover, Inc. Mobile app that generates a dog sound to capture data for a lost pet identifying system
US9342735B2 (en) * 2011-12-01 2016-05-17 Finding Rover, Inc. Facial recognition lost pet identifying system
US9208402B2 (en) * 2013-03-28 2015-12-08 Honeywell International Inc. Face matching for mobile devices
US20150023601A1 (en) * 2013-07-19 2015-01-22 Omnivision Technologies, Inc. Robust analysis for deformable object classification and recognition by image sensors
US9444999B2 (en) 2014-08-05 2016-09-13 Omnivision Technologies, Inc. Feature detection in image capture
US9405965B2 (en) * 2014-11-07 2016-08-02 Noblis, Inc. Vector-based face recognition algorithm and image search system
US12169944B2 (en) 2015-03-21 2024-12-17 Mine One Gmbh Image reconstruction for virtual 3D
US12322071B2 (en) 2015-03-21 2025-06-03 Mine One Gmbh Temporal de-noising
WO2016154123A2 (en) 2015-03-21 2016-09-29 Mine One Gmbh Virtual 3d methods, systems and software
US10853625B2 (en) 2015-03-21 2020-12-01 Mine One Gmbh Facial signature methods, systems and software
EP3295372A4 (en) * 2015-05-12 2019-06-12 Mine One GmbH PROCESSES, SYSTEMS AND FACIAL SIGNATURE SOFTWARE
US9918662B2 (en) * 2015-07-13 2018-03-20 Victoria Anna Breitner Measuring cervical spine posture using nostril tracking
US9928435B2 (en) * 2015-12-30 2018-03-27 Samsung Electronics Co., Ltd System and method for providing an on-chip context aware contact list
US10043102B1 (en) 2016-01-20 2018-08-07 Palantir Technologies Inc. Database systems and user interfaces for dynamic and interactive mobile image analysis and identification
US10497014B2 (en) * 2016-04-22 2019-12-03 Inreality Limited Retail store digital shelf for recommending products utilizing facial recognition in a peer to peer network
US10181073B2 (en) 2016-06-29 2019-01-15 Intel Corporation Technologies for efficient identity recognition based on skin features
US10482336B2 (en) 2016-10-07 2019-11-19 Noblis, Inc. Face recognition and image search system using sparse feature vectors, compact binary vectors, and sub-linear search
CN106339701A (zh) * 2016-10-31 2017-01-18 黄建文 一种人脸图像识别方法及系统
CN107204193B (zh) * 2017-06-12 2020-05-29 山东师范大学 基于直方图统计和池化算法的音频场景识别方法及装置
EP3510524A4 (en) * 2017-06-30 2019-08-21 Beijing Didi Infinity Technology and Development Co., Ltd. SYSTEM AND METHOD FOR VERIFYING THE AUTHENTICITY OF AN IDENTIFICATION PHOTO
CN107423910B (zh) * 2017-08-02 2018-03-20 蒙城县望槐信息科技有限责任公司 一种使用通信技术高精度确认人员身份的方法
CA3098172A1 (en) * 2018-04-26 2019-10-31 C2Ro Cloud Robotics Inc. System and method for scalable cloud-robotics based face recognition and face analysis
US10762337B2 (en) * 2018-04-27 2020-09-01 Apple Inc. Face synthesis using generative adversarial networks
US10956719B2 (en) * 2018-11-30 2021-03-23 Qualcomm Incorporated Depth image based face anti-spoofing
EP3915124A2 (en) * 2018-12-13 2021-12-01 Orcam Technologies Ltd. Wearable apparatus and methods
US11288347B2 (en) * 2019-03-07 2022-03-29 Paypal, Inc. Login from an alternate electronic device
KR20200140571A (ko) * 2019-06-07 2020-12-16 삼성전자주식회사 데이터 인식 방법 및 장치
US12374080B2 (en) 2019-08-16 2025-07-29 Stephanie Sujin CHOI Method for clustering and identifying animals based on the shapes, relative positions and other features of body parts
US11356352B2 (en) 2020-06-03 2022-06-07 Apple Inc. Identifying reachability of network-connected devices
CN111797746B (zh) * 2020-06-28 2024-06-14 北京小米松果电子有限公司 人脸识别方法、装置及计算机可读存储介质
US20220237316A1 (en) * 2021-01-28 2022-07-28 Capital One Services, Llc Methods and systems for image selection and push notification
CN115050064B (zh) * 2021-03-08 2025-03-25 腾讯科技（深圳）有限公司 人脸活体检测方法、装置、设备及介质

Family Cites Families (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6466685B1 (en) 1998-07-14 2002-10-15 Kabushiki Kaisha Toshiba Pattern recognition apparatus and method
JP4099981B2 (ja) * 2001-12-04 2008-06-11 日本電気株式会社 画像認識システム、画像認識方法および画像認識プログラム
US6853739B2 (en) 2002-05-15 2005-02-08 Bio Com, Llc Identity verification system
US7406184B2 (en) * 2002-07-03 2008-07-29 Equinox Corporation Method and apparatus for using thermal infrared for face recognition
JP4011426B2 (ja) * 2002-07-17 2007-11-21 グローリー株式会社 顔検出装置、顔検出方法および顔検出プログラム
JP4606779B2 (ja) 2004-06-07 2011-01-05 グローリー株式会社 画像認識装置、画像認識方法およびその方法をコンピュータに実行させるプログラム
US20070160266A1 (en) * 2006-01-11 2007-07-12 Jones Michael J Method for extracting features of irises in images using difference of sum filters
JP2007233873A (ja) 2006-03-02 2007-09-13 Toshiba Corp パターン認識装置及びその方法
JP2008217706A (ja) * 2007-03-07 2008-09-18 Tokyo Institute Of Technology ラベリング装置、ラベリング方法及びプログラム
JP4881230B2 (ja) 2007-06-14 2012-02-22 株式会社東芝 パターン認識装置及びその方法
JP2009087253A (ja) * 2007-10-02 2009-04-23 Canon Inc 物体検出装置、物体検出方法及びプログラム
CN101587543B (zh) * 2009-06-19 2012-12-05 电子科技大学 一种人脸识别方法
US8498454B2 (en) 2009-07-14 2013-07-30 General Electric Company Optimal subspaces for face recognition
FI123982B (fi) * 2009-10-09 2014-01-15 Visidon Oy Kasvojen tunnistaminen digitaalisissa kuvissa
JP5424819B2 (ja) * 2009-11-04 2014-02-26 キヤノン株式会社 画像処理装置、画像処理方法
US9047376B2 (en) * 2012-05-01 2015-06-02 Hulu, LLC Augmenting video with facial recognition

Also Published As

Publication number Publication date
WO2014028286A1 (en) 2014-02-20
US9183429B2 (en) 2015-11-10
EP2885742A1 (en) 2015-06-24
CN104584034A (zh) 2015-04-29
JP2015529354A (ja) 2015-10-05
US20140050372A1 (en) 2014-02-20
CN104584034B (zh) 2018-04-03

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