• A review of video surveillance systems 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya ( Academic Press Inc. , 2021 , Article)
      Automated surveillance systems observe the environment utilizing cameras. The observed scenario is then analysed using motion detection, crowd behaviour, individual behaviour, interaction between individuals, crowds and ...
    • Video summarization based on motion detection for surveillance systems 

      Elharrouss, Omar; Al-Maadeed, Noor; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)
      In this paper a video summarization method based on motion detection has been proposed. Sensor noise (noise of acquisition and digitization) and the illumination changes in the scene are the most limitations of the background ...