Master data

Title: Interactive Video Retrieval in the Age of Deep Learning
Subtitle:
Abstract:

We present a tutorial focusing on video retrieval tasks, where state-of-the-art deep learning approaches still benefit from interactive decisions of users. The tutorial covers general introduction to the interactive video retrieval research area, state-of-the-art video retrieval systems, evaluation campaigns and recently observed results. Moreover, a significant part of the tutorial is dedicated to a practical exercise with three selected state-of-the-art systems in the form of an interactive video retrieval competition. Participants of this tutorial will gain a practical experience and also a general insight of the interactive video retrieval topic, which is a good start to focus their research on unsolved challenges in this area.

Keywords: Interactive video retrieval, deep learning, evaluation campaigns
Publication type: Article in Proceedings (Authorship)
Publication date: 06.2019 (Online)
Published by: ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval
ICMR '20: Proceedings of the 2020 International Conference on Multimedia Retrieval
to publication
 ( ACM - New York; )
Title of the series: -
Volume number: -
First publication: Yes
Version: -
Page: pp. 2 - 4

Versionen

Keine Version vorhanden
Publication date: 06.2019
ISBN (e-book): -
eISSN: -
DOI: http://dx.doi.org/10.1145/3323873.3326588
Homepage: https://dl.acm.org/doi/10.1145/3323873.3326588
Open access
  • Available online (not open access)

Assignment

Organisation Address
Fakultät für Technische Wissenschaften
 
Institut für Informationstechnologie
Universitaetsstr. 65-67
9020 Klagenfurt am Wörthersee
Austria
   martina.steinbacher@aau.at
http://itec.aau.at/
To organisation
Universitaetsstr. 65-67
AT - 9020  Klagenfurt am Wörthersee

Categorisation

Subject areas
  • 1020 - Computer Sciences
Research Cluster No research Research Cluster selected
Peer reviewed
  • Yes
Publication focus
  • Science to Science (Quality indicator: II)
Classification raster of the assigned organisational units:
working groups
  • Distributed Multimedia Systems

Cooperations

Organisation Address
Charles University
Ovocný trh 560/5
116 36 Prague 1
Czechia
https://cuni.cz/uken-1.html
Ovocný trh 560/5
CZ - 116 36  Prague 1
Joanneum Research Graz
Elisabethstraße 16
8010 Graz
Austria
  0316 876 2415
  0316 876 2430
   gudrun.lettmayer@joanneum.at
Elisabethstraße 16
AT - 8010  Graz
University of Basel
Petersplatz 1
4001 Basel
Switzerland
https://www.unibas.ch/en.html
Petersplatz 1
CH - 4001  Basel
Dublin City University
Collins Ave Ext, Whitehall
Dublin 9
Ireland
Collins Ave Ext, Whitehall
IE  Dublin 9

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