Contributions to the problems of fight detection in video

• Autores: Ismael Serrano Gracia
• Directores de la Tesis: Óscar Déniz Suárez (dir. tes.), Gloria Bueno García (codir. tes.)
• Lectura: En la Universidad de Castilla-La Mancha ( España ) en 2016
• Idioma: español
• Tribunal Calificador de la Tesis: Enrique Alegre Gutiérrez (presid.), Jesús Salido Tercero (secret.), Rahul Sukthankar (voc.)
• Programa de doctorado: Programa de Doctorado en Ciencias y Tecnologías aplicadas a la Ingeniería Industrial por la Universidad de Castilla-La Mancha
• Materias:
  • Matemáticas
    • Ciencia de los ordenadores
      • Inteligencia artificial
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• Resumen

  • 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.