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Proceedings Paper

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

Paper Details

Date Published: 6 October 2017
PDF: 7 pages
Proc. SPIE 10396, Applications of Digital Image Processing XL, 103961O (6 October 2017); doi: 10.1117/12.2274735
Show Author Affiliations
Jose Luis Rivera Martínez, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Mario Humberto Mijes Cruz, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Manuel Antonio Rodríguez Vázqu, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Luis Rodríguez Espejo, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Abraham Montoya Obeso, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Mireya Saraí García Vázquez, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (Mexico)
Alejandro Álvaro Ramírez Acosta, Instituto Politécnico Nacional-Ctr. de Investigación y Desarrollo de Tecnología Digital (United States)


Published in SPIE Proceedings Vol. 10396:
Applications of Digital Image Processing XL
Andrew G. Tescher, Editor(s)

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