• A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras 

      Al-Sa'd M.; Kiranyaz, Mustafa Serkan; Ahmad I.; Sundell C.; Vakkuri M.; ... more authors ( MDPI , 2022 , Article)
      Social distancing is crucial to restrain the spread of diseases such as COVID-19, but complete adherence to safety guidelines is not guaranteed. Monitoring social distancing through mass surveillance is paramount to develop ...
    • Mhad: Multi-human action dataset 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya ( Springer , 2020 , Conference Paper)
      This paper presents a framework for a multi-action recognition method. In this framework, we introduce a new approach to detect and recognize the action of several persons within one scene. Also, considering the scarcity ...
    • Video Quality Assessment Dataset for Smart Public Security Systems 

      Bezzine I.; Khan Z.A.; Beghdadi A.; Al-Maadeed N.; Kaaniche M.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)
      Security and monitoring systems are more and more demanding in terms of quality, reliability and flexibility especially those dedicated to video surveillance. The quality of the acquired video signal strongly affects the ...
    • 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 ...
    • Video surveillance using deep transfer learning and deep domain adaptation: Towards better generalization 

      Himeur, Yassine; Al-Maadeed, Somaya; Kheddar, Hamza; Al-Maadeed, Noor; Abualsaud, Khalid; ... more authors ( Elsevier , 2023 , Other)
      Recently, developing automated video surveillance systems (VSSs) has become crucial to ensure the security and safety of the population, especially during events involving large crowds, such as sporting events. While ...