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MX2016005868A - Sistemas y métodos para la representación facial. - Google Patents

Sistemas y métodos para la representación facial.

Info

Publication number
MX2016005868A
MX2016005868A MX2016005868A MX2016005868A MX2016005868A MX 2016005868 A MX2016005868 A MX 2016005868A MX 2016005868 A MX2016005868 A MX 2016005868A MX 2016005868 A MX2016005868 A MX 2016005868A MX 2016005868 A MX2016005868 A MX 2016005868A
Authority
MX
Mexico
Prior art keywords
facial image
systems
methods
facial
facial representation
Prior art date
Application number
MX2016005868A
Other languages
English (en)
Other versions
MX362983B (es
Inventor
Taigman Yaniv
Yang Ming
Aurelio Ranzato Marc'
Original Assignee
Facebook Inc
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 Facebook Inc filed Critical Facebook Inc
Publication of MX2016005868A publication Critical patent/MX2016005868A/es
Publication of MX362983B publication Critical patent/MX362983B/es

Links

Classifications

    • 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
    • G06V40/168—Feature extraction; Face representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T15/00—3D [Three Dimensional] image rendering
    • G06T15/10—Geometric effects
    • G06T15/20—Perspective computation
    • G06T15/205—Image-based rendering
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/02—Affine transformations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/18—Image warping, e.g. rearranging pixels individually
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/35—Determination of transform parameters for the alignment of images, i.e. image registration using statistical methods
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2210/00—Indexing scheme for image generation or computer graphics
    • G06T2210/44—Morphing

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Geometry (AREA)
  • Computer Graphics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Image Analysis (AREA)
  • Collating Specific Patterns (AREA)
  • Image Processing (AREA)

Abstract

Sistemas, métodos, y medios legibles por computadora y no transitorios pueden alinear, clasificar y verificar imágenes faciales mediante una red neuronal profunda (DNN). Se puede generar una imagen facial con alineación 3D a partir de una imagen facial 2D. Se puede clasificar una identidad de la imagen facial 3D a partir de una imagen facial 2D con base en la provisión de la imagen facial con alineación 3D a la DNN. La identidad de la imagen facial 2D puede incluir un vector característico.
MX2016005868A 2013-11-04 2014-11-03 Sistemas y métodos para la representación facial. MX362983B (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201361899877P 2013-11-04 2013-11-04
US14/530,585 US10095917B2 (en) 2013-11-04 2014-10-31 Systems and methods for facial representation
PCT/US2014/063722 WO2015066628A1 (en) 2013-11-04 2014-11-03 Systems and methods for facial representation

Publications (2)

Publication Number Publication Date
MX2016005868A true MX2016005868A (es) 2017-01-20
MX362983B MX362983B (es) 2019-02-28

Family

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Family Applications (2)

Application Number Title Priority Date Filing Date
MX2019002400A MX2019002400A (es) 2013-11-04 2014-11-03 Sistemas y metodos para la representacion facial.
MX2016005868A MX362983B (es) 2013-11-04 2014-11-03 Sistemas y métodos para la representación facial.

Family Applications Before (1)

Application Number Title Priority Date Filing Date
MX2019002400A MX2019002400A (es) 2013-11-04 2014-11-03 Sistemas y metodos para la representacion facial.

Country Status (9)

Country Link
US (2) US10095917B2 (es)
JP (1) JP6594329B2 (es)
KR (1) KR20160083900A (es)
CN (1) CN105874474B (es)
AU (1) AU2014341919B2 (es)
CA (1) CA2928932A1 (es)
IL (1) IL245320B (es)
MX (2) MX2019002400A (es)
WO (1) WO2015066628A1 (es)

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