• A combined multiple action recognition and summarization for surveillance video sequences 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya; Bouridane A.; Beghdadi A. ( Springer , 2021 , Article)
      Human action recognition and video summarization represent challenging tasks for several computer vision applications including video surveillance, criminal investigations, and sports applications. For long videos, it is ...
    • Gait recognition for person re-identification 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya; Bouridane A. ( Springer , 2021 , Article)
      Person re-identification across multiple cameras is an essential task in computer vision applications, particularly tracking the same person in different scenes. Gait recognition, which is the recognition based on the ...
    • Motion-Aware Graph Regularized RPCA for background modeling of complex scenes 

      Javed, Sajid; Jung, Soon Ki; Mahmood, Arif; Bouwmans, Thierry ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)
      Computing a background model from a given sequence of video frames is a prerequisite for many computer vision applications. Recently, this problem has been posed as learning a low-dimensional subspace from high dimensional ...