• Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA 

      Javed, Sajid; Mahmood, Arif; Al-Maadeed, Somaya; Bouwmans, Thierry; Jung, Soon Ki ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)
      Moving object detection is a fundamental step in various computer vision applications. Robust principal component analysis (RPCA)-based methods have often been employed for this task. However, the performance of these ...
    • 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 ...