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Towards large scale multimedia indexing: a case study on person discovery in broadcast news

Author
Le, N.; Bredin, H.; Sergent, G.; India, M.; López-Otero, P.; Barras, C.; Guinaudeau, C.; Gravier, G.; Barbosa da Fonseca, G.; Lyon Freire, I.; Patrocinio Jr., Z.; Jamil F. Guimarães, S.; Marti, G.; Morros, J.R.; Hernando, J.; Docio-Fernández, L.; García-Mateo, C.; Meignier, S.; Odobez, J.
Type of activity
Presentation of work at congresses
Name of edition
15th International Workshop on Content-Based Multimedia Indexing
Date of publication
2017
Presentation's date
2017-06
Book of congress proceedings
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017, Florence, Italy, June 19-21, 2017
First page
1
Last page
6
Publisher
Association for Computing Machinery (ACM)
DOI
https://doi.org/https://doi.org/10.1145/3095713.3095732 Open in new window
Project funding
Collaborative Annotation of multi-MOdal, MultI-Lingual and multi-mEdia documents
Repository
http://hdl.handle.net/2117/112283 Open in new window
URL
https://dl.acm.org/citation.cfm?doid=3095713.3095732 Open in new window
Abstract
The rapid growth of multimedia databases and the human interest in their peers make indices representing the location and identity of people in audio-visual documents essential for searching archives. Person discovery in the absence of prior identity knowledge requires accurate association of audio-visual cues and detected names. To this end, we present 3 different strategies to approach this problem: clustering-based naming, verification-based naming, and graph-based naming. Each of these strat...
Citation
Le, N., Bredin, H., Sergent, G., India, M., López-Otero, P., Barras, C., Guinaudeau, C., Gravier, G., Barbosa da Fonseca, G., Lyon Freire, I., Patrocinio Jr., Z., Jamil F. Guimarães, S., Marti, G., Morros, J.R., Hernando, J., Docio-Fernández, L., García-Mateo, C., Meignier, S., Odobez, J. Towards large scale multimedia indexing: a case study on person discovery in broadcast news. A: International Workshop on Content-Based Multimedia Indexing. "Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017, Florence, Italy, June 19-21, 2017". Firenze: Association for Computing Machinery (ACM), 2017, p. 1-6.
Group of research
GPI - Image and Video Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications
VEU - Speech Processing Group

Participants

  • Le, Nam  (author and speaker )
  • Bredin, Herve  (author and speaker )
  • Sergent, Gabriel  (author and speaker )
  • India Massana, Miquel Angel  (author and speaker )
  • López-Otero, Paula  (author and speaker )
  • Barras, Claude  (author and speaker )
  • Guinaudeau, Camille  (author and speaker )
  • Gravier, Guillaume  (author and speaker )
  • Barbosa da Fonseca, Gabriel  (author and speaker )
  • Lyon Freire, Izabela  (author and speaker )
  • Patrocinio Jr., Zenilton  (author and speaker )
  • Jamil F. Guimarães, Silvio  (author and speaker )
  • Marti Juan, Gerard  (author and speaker )
  • Morros Rubió, Josep Ramon  (author and speaker )
  • Hernando Pericas, Francisco Javier  (author and speaker )
  • Docio Fernández, Laura  (author and speaker )
  • García-Mateo, Carmen  (author and speaker )
  • Meignier, Sylvain  (author and speaker )
  • Odobez, Jean-Marc  (author and speaker )