• Gait recognition and fall detection with inertial sensors 

      Delgado-Escaño, Rubén; Castro, Francisco M.; Marín-Jiménez, Manuel J.; Guil-Mata, Nicolas (2019-11-26)
      In contrast to visual information that is recorded by cameras placed somewhere, inertial information can be obtained from mobile phones that are commonly used in daily life. We present in this talk a general deep learning ...
    • Gait recognition applying Incremental learning 

      Castro, Francisco M.; Marín-Jiménez, Manuel J.; Guil-Mata, Nicolas; Schmid, Cordelia; Alahari, Karteek (2019-11-25)
      when new knowledge needs to be included in a classifier, the model is retrained from scratch using a huge training set that contains all available information of both old and new knowledge. However, in this talk, we present ...
    • Gait recognition from multiple view-points 

      Castro Payan, Francisco Manuel (UMA Editorial, 2018-11-15)
      Arquitectura de Computadores Resumen tesis: La identificación automática de personas está ganando mucha importancia en los últimos años ya que se puede aplicar en entornos que deben ser seguros (aeropuertos, centrales ...
    • Planificación Dinámica de Tareas en Aceleradores 

      Lazaro Muñoz, Antonio Jose (Uma Editorial, 2019-10)
      Las arquitecturas de computación de alto rendimiento (HPC) se han convertido en una herramienta clave para la investigación y desarrollo de aplicaciones en diversos campos científicos y técnicos. La incorporación de unidades ...
    • A scheduling theory framework for GPU tasks efficient execution 

      Lázaro Muñoz, Antonio José; López Albelda, Bernabé; Gonzalez-Linares, Jose Maria; Guil-Mata, Nicolas (2018-07-16)
      Concurrent execution of tasks in GPUs can reduce the computation time of a workload by overlapping data transfer and execution commands. However it is difficult to implement an efficient run- time scheduler ...
    • Tasks Fairness Scheduler for GPU 

      López Albelda, Bernabé; Gonzalez-Linares, Jose Maria; Guil-Mata, Nicolas (2019-09-24)
      Nowadays GPU clusters are available in almost every data processing center. Their GPUs are typically shared by different applications that might have different processing needs and/or different levels of priority. As current ...
    • A weakly-supervised approach for discovering common objects in airport video surveillance footage 

      Castro Payan, Francisco Manuel; Delgado-Escaño, Rubén; Guil-Mata, Nicolas; Marín-Jiménez, Manuel J. (2019-07-22)
      Object detection in video is a relevant task in computer vision. Standard and current detectors are typically trained in a strongly supervised way, what requires a huge amount of labelled data. In contrast, in this paper ...