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ViTS: Video Tagging System from Massive Web Multimedia Collections

Author
Fernàndez, D.; Varas, D.; Espadaler, J.; Masuda, I.; Ferreira, J.; Woodward, A.; Rodríguez, D.; Giro, X.; Riveiro, J. C.; Bou, E.; Fernandez, D.; Rodriguez, D.
Type of activity
Presentation of work at congresses
Name of edition
5th Workshop on Web-scale Vision and Social Media
Date of publication
2017
Presentation's date
2017-10-23
Book of congress proceedings
Proceedings of the 5th Workshop on Web-scale Vision and Social Media (VSM)
First page
337
Last page
346
Publisher
IEEE Press
DOI
https://doi.org/10.1109/ICCVW.2017.48 Open in new window
Project funding
Multimodal Signal Processing and Machine Learning on Graphs
Repository
http://hdl.handle.net/2117/110668 Open in new window
URL
http://openaccess.thecvf.com/ICCV2017_workshops/ICCV2017_W5.py Open in new window
Abstract
The popularization of multimedia content on the Web has arised the need to automatically understand, index and retrieve it. In this paper we present ViTS, an automatic Video Tagging System which learns from videos, their web context and comments shared on social networks. ViTS analyses massive multimedia collections by Internet crawling, and maintains a knowledge base that updates in real time with no need of human supervision. As a result, each video is indexed with a rich set of labels and lin...
Citation
Fernàndez, D., Varas, D., Espadaler, J., Masuda, I., Ferreira, J., Woodward, A., Rodríguez, D., Giro, X., Riveiro, J. C., Bou, E. ViTS: Video tagging system from massive web multimedia collections. A: Workshop on Web-Scale Vision and Social Media. "Proceedings of the 5th Workshop on Web-scale Vision and Social Media (VSM)". Venice: IEEE Press, 2017, p. 337-346.
Keywords
Computer vision, Human supervision, Industrial product, Knowledge based systems, Multimedia collections, Multimedia contents, Related content, Semantic annotations, Semantics, Tagging systems, Thesauri, Video summaries
Group of research
AHA - Advanced Hardware Architectures
BBT - Biomaterials, Biomechanics and Tissue Engineering
CRnE - Barcelona Research Center in Multiscale Science and Engineering
GPI - Image and Video Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center

Participants

  • Fernàndez, Dèlia  (author and speaker )
  • Varas, David  (author and speaker )
  • Espadaler, Joan  (author and speaker )
  • Masuda, Issey  (author and speaker )
  • Ferreira, Jordi  (author and speaker )
  • Woodward, Alejandro  (author and speaker )
  • Rodríguez, David  (author and speaker )
  • Giro Nieto, Xavier  (author and speaker )
  • Riveiro, Juan Carlos  (author and speaker )
  • Bou Balust, Elisenda  (author and speaker )
  • Fernandez Martinez, Daniel  (author and speaker )
  • Rodriguez Rius, Daniel  (author and speaker )

Attachments