All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Visual Language Identification from Facial Landmarks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F17%3A00312158" target="_blank" >RIV/68407700:21230/17:00312158 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-319-59129-2_33" target="_blank" >http://dx.doi.org/10.1007/978-3-319-59129-2_33</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-319-59129-2_33" target="_blank" >10.1007/978-3-319-59129-2_33</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Visual Language Identification from Facial Landmarks

  • Original language description

    The automatic Visual Language IDentification (VLID), i.e. a problem of using visual information to identify the language being spoken, using no audio information, is studied. The proposed method employs facial landmarks automatically detected in a video. A convex optimisation problem to find jointly both the discriminative representation (a softhistogram over a set of lip shapes) and the classifier is formulated. A 10-fold cross-validation is performed on dataset consisting of 644 videos collected from youtube.com resulting in accuracy 73% in a pairwise iscrimination between English and French (50% for a chance).Astudy, inwhich 10 videos were used, suggests that the proposed method performs better than average human in discriminating between the languages.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2017

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Image Analysis, Part II

  • ISBN

    978-3-319-59128-5

  • ISSN

    0302-9743

  • e-ISSN

  • Number of pages

    12

  • Pages from-to

    389-400

  • Publisher name

    Springer, Cham

  • Place of publication

  • Event location

    Tromso

  • Event date

    Jun 12, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article