MX2019002400A - Sistemas y metodos para la representacion facial. - Google Patents

Sistemas y metodos para la representacion facial.

Info

Publication number
MX2019002400A
MX2019002400A MX2019002400A MX2019002400A MX2019002400A MX 2019002400 A MX2019002400 A MX 2019002400A MX 2019002400 A MX2019002400 A MX 2019002400A MX 2019002400 A MX2019002400 A MX 2019002400A MX 2019002400 A MX2019002400 A MX 2019002400A
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MX
Mexico
Prior art keywords
face image
systems
methods
face
dnn
Prior art date
Application number
MX2019002400A
Other languages
English (en)
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.)
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Application filed by Facebook Inc filed Critical Facebook Inc
Publication of MX2019002400A publication Critical patent/MX2019002400A/es

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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
    • G06V40/172—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; 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
    • 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; CALCULATING OR 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; 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
    • 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)
  • Oral & Maxillofacial Surgery (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Human Computer Interaction (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Graphics (AREA)
  • Geometry (AREA)
  • Evolutionary Computation (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (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 en 3D a partir de una imagen facial en 2D. Se puede clasificar una identidad de la imagen facial en 2D con base en la provisión de la imagen facial con alineación en 3D a la DNN. La identidad de la imagen facial en 2D puede incluir un vector característico.
MX2019002400A 2013-11-04 2014-11-03 Sistemas y metodos para la representacion facial. MX2019002400A (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 (1)

Publication Number Publication Date
MX2019002400A true MX2019002400A (es) 2019-07-15

Family

ID=53005266

Family Applications (2)

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

Family Applications Before (1)

Application Number Title Priority Date Filing Date
MX2016005868A MX362983B (es) 2013-11-04 2014-11-03 Sistemas y métodos para la representación 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) MX362983B (es)
WO (1) WO2015066628A1 (es)

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