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W2VV BERT Model at VBS 2021

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10422767" target="_blank" >RIV/00216208:11320/21:10422767 - isvavai.cz</a>

  • Result on the web

    <a href="https://doi.org/10.1007/978-3-030-67835-7_46" target="_blank" >https://doi.org/10.1007/978-3-030-67835-7_46</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-030-67835-7_46" target="_blank" >10.1007/978-3-030-67835-7_46</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    W2VV BERT Model at VBS 2021

  • Original language description

    The W2VV++ model BoW variant integrated to VIRET and SOMHunter systems has proven its effectiveness in the previous Video Browser Showdown competition in 2020. As a next experimental interactive search prototype to benchmark, we consider a simple system relying on the more complex BERT variant of the W2VV++ model, accepting a rich text input. The input can be provided by keyboard or by speech processed by a third-party cloud service. The motivation for the more complex BERT variant is its good performance for rich text descriptions that can be provided for known-item search tasks. At the same time, users will be instructed to specify as rich text description about the searched scene as possible.

  • 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

    <a href="/en/project/GJ19-22071Y" target="_blank" >GJ19-22071Y: Flexible models for known-item search in large video collections</a><br>

  • Continuities

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

Others

  • Publication year

    2021

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    MultiMedia Modeling

  • ISBN

    978-3-030-67835-7

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    467-472

  • Publisher name

    Springer International Publishing

  • Place of publication

    Cham

  • Event location

    Prague, Czech Republic

  • Event date

    Jun 22, 2021

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article