WO2011149976A3 - Facial analysis techniques - Google Patents

Facial analysis techniques Download PDF

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Publication number
WO2011149976A3
WO2011149976A3 PCT/US2011/037790 US2011037790W WO2011149976A3 WO 2011149976 A3 WO2011149976 A3 WO 2011149976A3 US 2011037790 W US2011037790 W US 2011037790W WO 2011149976 A3 WO2011149976 A3 WO 2011149976A3
Authority
WO
WIPO (PCT)
Prior art keywords
analysis techniques
facial analysis
pose
techniques
facial
Prior art date
Application number
PCT/US2011/037790
Other languages
French (fr)
Other versions
WO2011149976A2 (en
Inventor
Jian Sun
Zhimin Cao
Qi YIN
Xiaoou Tang
Original Assignee
Microsoft Corporation
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 Microsoft Corporation filed Critical Microsoft Corporation
Priority to CN2011800262371A priority Critical patent/CN102906787A/en
Priority to EP11787275.4A priority patent/EP2577606A4/en
Publication of WO2011149976A2 publication Critical patent/WO2011149976A2/en
Publication of WO2011149976A3 publication Critical patent/WO2011149976A3/en

Links

Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
    • 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
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Multimedia (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Human Computer Interaction (AREA)
  • Software Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

Described herein are techniques for obtaining compact face descriptors and using pose-specific comparisons to deal with different pose combinations for image comparison.
PCT/US2011/037790 2010-05-28 2011-05-24 Facial analysis techniques WO2011149976A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
CN2011800262371A CN102906787A (en) 2010-05-28 2011-05-24 Facial analysis techniques
EP11787275.4A EP2577606A4 (en) 2010-05-28 2011-05-24 Facial analysis techniques

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US12/790,173 US20110293189A1 (en) 2010-05-28 2010-05-28 Facial Analysis Techniques
US12/790,173 2010-05-28

Publications (2)

Publication Number Publication Date
WO2011149976A2 WO2011149976A2 (en) 2011-12-01
WO2011149976A3 true WO2011149976A3 (en) 2012-01-26

Family

ID=45004727

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2011/037790 WO2011149976A2 (en) 2010-05-28 2011-05-24 Facial analysis techniques

Country Status (4)

Country Link
US (1) US20110293189A1 (en)
EP (1) EP2577606A4 (en)
CN (1) CN102906787A (en)
WO (1) WO2011149976A2 (en)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8872828B2 (en) 2010-09-16 2014-10-28 Palo Alto Research Center Incorporated Method for generating a graph lattice from a corpus of one or more data graphs
US8724911B2 (en) * 2010-09-16 2014-05-13 Palo Alto Research Center Incorporated Graph lattice method for image clustering, classification, and repeated structure finding
US9251402B2 (en) 2011-05-13 2016-02-02 Microsoft Technology Licensing, Llc Association and prediction in facial recognition
US9323980B2 (en) * 2011-05-13 2016-04-26 Microsoft Technology Licensing, Llc Pose-robust recognition
JP5913940B2 (en) * 2011-12-01 2016-05-11 キヤノン株式会社 Image recognition apparatus, image recognition apparatus control method, and program
CN104169943B (en) * 2012-03-13 2018-03-23 诺基亚技术有限公司 Method and apparatus for improved face recognition
US9202108B2 (en) 2012-04-13 2015-12-01 Nokia Technologies Oy Methods and apparatuses for facilitating face image analysis
KR101314293B1 (en) 2012-08-27 2013-10-02 재단법인대구경북과학기술원 Face recognition system robust to illumination change
US9996743B2 (en) 2012-11-28 2018-06-12 The Trustees Of Columbia University In The City Of New York Methods, systems, and media for detecting gaze locking
CN103413119A (en) * 2013-07-24 2013-11-27 中山大学 Single sample face recognition method based on face sparse descriptors
WO2015061972A1 (en) * 2013-10-30 2015-05-07 Microsoft Technology Licensing, Llc High-dimensional feature extraction and mapping
CN105960657B (en) * 2014-06-17 2019-08-30 北京旷视科技有限公司 Use the facial super-resolution of convolutional neural networks
US10515269B2 (en) * 2015-04-20 2019-12-24 Cornell University Machine vision with dimensional data reduction
CN105740864B (en) * 2016-01-22 2019-07-19 大连楼兰科技股份有限公司 A kind of image characteristic extracting method based on LBP
US10043058B2 (en) 2016-03-09 2018-08-07 International Business Machines Corporation Face detection, representation, and recognition
US9875398B1 (en) 2016-06-30 2018-01-23 The United States Of America As Represented By The Secretary Of The Army System and method for face recognition with two-dimensional sensing modality
US10198626B2 (en) 2016-10-19 2019-02-05 Snap Inc. Neural networks for facial modeling
CN107606512B (en) * 2017-07-27 2020-09-08 广东数相智能科技有限公司 Intelligent desk lamp, and method and device for reminding user of sitting posture based on intelligent desk lamp

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060146062A1 (en) * 2004-12-30 2006-07-06 Samsung Electronics Co., Ltd. Method and apparatus for constructing classifiers based on face texture information and method and apparatus for recognizing face using statistical features of face texture information
US20070229498A1 (en) * 2006-03-29 2007-10-04 Wojciech Matusik Statistical modeling for synthesis of detailed facial geometry
US20080049985A1 (en) * 2006-08-25 2008-02-28 Compal Electronics, Inc. Identification method
US20100104158A1 (en) * 2006-12-21 2010-04-29 Eli Shechtman Method and apparatus for matching local self-similarities

Family Cites Families (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE60213032T2 (en) * 2001-05-22 2006-12-28 Matsushita Electric Industrial Co. Ltd. Facial detection device, face paw detection device, partial image extraction device, and method for these devices
JP4006224B2 (en) * 2001-11-16 2007-11-14 キヤノン株式会社 Image quality determination method, determination device, and determination program
US7024033B2 (en) * 2001-12-08 2006-04-04 Microsoft Corp. Method for boosting the performance of machine-learning classifiers
JP3873793B2 (en) * 2002-03-29 2007-01-24 日本電気株式会社 Face metadata generation method and face metadata generation apparatus
EP1359536A3 (en) * 2002-04-27 2005-03-23 Samsung Electronics Co., Ltd. Face recognition method and apparatus using component-based face descriptor
US6993185B2 (en) * 2002-08-30 2006-01-31 Matsushita Electric Industrial Co., Ltd. Method of texture-based color document segmentation
CN100407995C (en) * 2003-09-09 2008-08-06 伊利诺斯州立大学托管会 Fast hierarchical tomography methods and apparatus
US20060015497A1 (en) * 2003-11-26 2006-01-19 Yesvideo, Inc. Content-based indexing or grouping of visual images, with particular use of image similarity to effect same
WO2005122089A1 (en) * 2004-06-09 2005-12-22 Matsushita Electric Industrial Co., Ltd. Image processing method, image processing device, image enlarging method, server client system, and display terminal
KR100723406B1 (en) * 2005-06-20 2007-05-30 삼성전자주식회사 Face image verification method and apparatus using LBPLocal Binary Pattern discriminant method
ATE470912T1 (en) * 2006-04-28 2010-06-15 Toyota Motor Europ Nv ROBUST DETECTOR AND DESCRIPTOR FOR A POINT OF INTEREST

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060146062A1 (en) * 2004-12-30 2006-07-06 Samsung Electronics Co., Ltd. Method and apparatus for constructing classifiers based on face texture information and method and apparatus for recognizing face using statistical features of face texture information
US20070229498A1 (en) * 2006-03-29 2007-10-04 Wojciech Matusik Statistical modeling for synthesis of detailed facial geometry
US20080049985A1 (en) * 2006-08-25 2008-02-28 Compal Electronics, Inc. Identification method
US20100104158A1 (en) * 2006-12-21 2010-04-29 Eli Shechtman Method and apparatus for matching local self-similarities

Also Published As

Publication number Publication date
US20110293189A1 (en) 2011-12-01
CN102906787A (en) 2013-01-30
EP2577606A2 (en) 2013-04-10
EP2577606A4 (en) 2017-04-19
WO2011149976A2 (en) 2011-12-01

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