• Comparativa y entrenamiento de modelos de Smart Mobility: detección y alerta temprana de ciclistas 

      Fernández-Alonso, Juan Carlos (22/09/2021)
      Este proyecto se enfocará en el ámbito de la Movilidad Inteligente y, más concretamente, en la detección temprana de objetos en la vía. En primer lugar, se realizará una breve descripción del estado del arte de dicha línea ...
    • COVID-19 Detection in Chest X-ray Images using a Deep Learning Approach 

      Saiz, Fátima; Barandiaran, Iñigo (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 06/2020)
      The Corona Virus Disease (COVID-19) is an infectious disease caused by a new virus that has not been detected in humans before. The virus causes a respiratory illness like the flu with various symptoms such as cough or ...
    • Detección de uso correcto de tapabocas empleando aprendizaje automático 

      Leturia-Rodríguez, Walter Iván (22/09/2021)
      La pandemia causada por el virus COVID-19 ha causado estragos alrededor del mundo y la primera barrera de defensa es el uso correcto de tapabocas. El presente trabajo presenta una herramienta de software basada en ...
    • Modified YOLOv4-DenseNet Algorithm for Detection of Ventricular Septal Defects in Ultrasound Images 

      Chen, Shih-Hsin; Wang, Chun-Wei; Tai, I-Hsin; Weng, Ken-Pen; Chen, Yi-Hui; Hsieh, Kai-Sheng (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2021)
      Doctors conventionally analyzed echocardiographic images for diagnosing congenital heart diseases (CHDs). However, this process is laborious and depends on the experience of the doctors. This study investigated the use of ...
    • Spatial-resolution independent object detection framework for aerial imagery 

      Samanta, Sidharth; Panda, Mrutyunjaya; Ramasubbareddy, Somula; Sankar, S.; Burgos, Daniel (1) (Computers, materials and continua, 2021)
      Earth surveillance through aerial images allows more accurate identification and characterization of objects present on the surface from space and airborne platforms. The progression of deep learning and computer vision ...