BDVC (Bimodal Database of Violent Content): A database of violent audio and video

Jose Luis Rivera Martínez, Mario Humberto Mijes Cruz, Manuel Antonio Rodríguez Vázqu, Luis Rodríguez Espejo, Abraham Montoya Obeso, Mireya Saraí García Vázquez, Alejandro Álvaro Ramírez Acosta

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Nowadays there is a trend towards the use of unimodal databases for multimedia content description, organization and retrieval applications of a single type of content like text, voice and images, instead bimodal databases allow to associate semantically two different types of content like audio-video, image-text, among others. The generation of a bimodal database of audio-video implies the creation of a connection between the multimedia content through the semantic relation that associates the actions of both types of information. This paper describes in detail the used characteristics and methodology for the creation of the bimodal database of violent content; the semantic relationship is stablished by the proposed concepts that describe the audiovisual information. The use of bimodal databases in applications related to the audiovisual content processing allows an increase in the semantic performance only and only if these applications process both type of content. This bimodal database counts with 580 audiovisual annotated segments, with a duration of 28 minutes, divided in 41 classes. Bimodal databases are a tool in the generation of applications for the semantic web.

Original languageEnglish
Title of host publicationApplications of Digital Image Processing XL
EditorsAndrew G. Tescher
PublisherSPIE
ISBN (Electronic)9781510612495
DOIs
StatePublished - 2017
EventApplications of Digital Image Processing XL 2017 - San Diego, United States
Duration: 7 Aug 201710 Aug 2017

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10396
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceApplications of Digital Image Processing XL 2017
Country/TerritoryUnited States
CitySan Diego
Period7/08/1710/08/17

Keywords

  • Multimodal
  • database
  • unimodal

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