Contributions to the of fight detection in video

Whereas action detection is an important subject of research in computer vision, the detection of particular events such as violence, aggression or fights may be of direct use for video rating and in different video surveillance scenarios such as psychiatric wards, prisons or even in camera smartpho...

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Detalles Bibliográficos
Autor: Serrano Gracia, Ismael
Tipo de recurso: tesis doctoral
Fecha de publicación:2017
País:España
Institución:Universidad de Castilla-La Mancha
Repositorio:RUIdeRA. Repositorio Institucional de la UCLM
OAI Identifier:oai:ruidera.uclm.es:10578/12481
Acceso en línea:http://hdl.handle.net/10578/12481
Access Level:acceso abierto
Palabra clave:Tecnología eléctrica
Descripción
Sumario:Whereas action detection is an important subject of research in computer vision, the detection of particular events such as violence, aggression or fights may be of direct use for video rating and in different video surveillance scenarios such as psychiatric wards, prisons or even in camera smartphones. In this thesis, a comprehensive review of state-of-the-art research in violence detection is provided. Publicly available violence datasets are also reviewed. Moreover, four novel methods are proposed for this task.

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