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Methods for Recognizing Interesting Events within Sign Language Motion Capture Data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F16%3A43929938" target="_blank" >RIV/49777513:23520/16:43929938 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Methods for Recognizing Interesting Events within Sign Language Motion Capture Data

  • Original language description

    Rising popularity of motion capture in movie-production makes this technology more robust and more accessible. Utilization of this technology for sign language capturing and analysis is evident. The article deals with the usability of the motion capture in creating sign language corpora. A large amount of the data acquired by the motion capture has to be processed to provide usable data for wide range of research areas: e.g. sign language recognition, translation, synthesis, linguistics, etc. The aim of this article is to explore possible methods to detect interesting events in data using machine learning techniques. Events which we are interested in are time stamps of the beginning and the end of the sign, hand location, division of signing space, finger and palm orientation, whether the sign is one or two handed, symmetry and/or possible contacts in the two-handed signs, etc.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2016

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Workshop Proceedings

  • ISBN

    978-2-9517408-9-1

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    101-104

  • Publisher name

    EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA

  • Place of publication

    Paříž

  • Event location

    Portorož, Slovinsko

  • Event date

    May 23, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article