• 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 ...
    • A Key Frame Based Video Summarization using Color Features 

      Asim M.; Almaadeed N.; Al-Maadeed S.; Bouridane A.; Beghdadi A. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      The rapid development of digital video has opened ways for several multimedia applications. A huge amount of video data is uploaded on internet on daily basis, which, consumes additional internet bandwidth and storage ...
    • A New Forensic Video Database for Source Smartphone Identification: Description and Analysis 

      Akbari, Y.; Al-Maadeed, Somaya; Almaadeed, N.; Najeeb, A.A.; Al-ali, A.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      In recent years, the field of digital imaging has made significant progress, so that today every smartphone has a built-in video camera that allows you to record high-quality video for free and without restrictions. On the ...
    • 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 ...
    • An image steganography approach based on k-least significant bits (k-LSB) 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)
      Image steganography is the operation of hiding a message into a cover image. the message can be text, codes, or image. Hiding an image into another is the proposed approach in this paper. Based on LSB coding, a k-LSB-based ...
    • Applications, databases and open computer vision research from drone videos and images: a survey 

      Akbari Y.; Almaadeed N.; Al-Maadeed, Somaya; Elharrouss O. ( Springer Science and Business Media B.V. , 2021 , Article)
      Analyzing videos and images captured by unmanned aerial vehicles or aerial drones is an emerging application attracting significant attention from researchers in various areas of computer vision. Currently, the major ...
    • Automatic detection and classification of audio events for road surveillance applications 

      Almaadeed, N.; Almaadeed, Noor; Asim, Muhammad; Al-Maadeed, Somaya; Bouridane, Ahmed; ... more authors ( MDPI , 2018 , Article)
      © 2018 by the author. Licensee MDPI, Basel, Switzerland. This work investigates the problem of detecting hazardous events on roads by designing an audio surveillance system that automatically detects perilous situations ...
    • Drone-SCNet: Scaled Cascade Network for Crowd Counting on Drone Images 

      Elharrouss O.; Almaadeed N.; Abualsaud K.; Al-Ali A.; Mohamed A.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)
      Crowd management is an essential task to ensure the safety and smoothness of any event. Using novel technologies, including surveillance cameras, drones, and the communication techniques between security agents, the control ...
    • FSC-Set: Counting, Localization of Football Supporters Crowd in the Stadiums 

      Elharrouss O.; Almaadeed N.; Abualsaud K.; Al-Maadeed S.; Al-Ali A.; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      Counting the number of people in a crowd has gained attention in the last decade. Due to its benefit to many applications such as crowd behavior analysis, crowd management, and video surveillance systems, etc. Counting ...
    • 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 ...
    • Indoor visible light communication localization system utilizing received signal strength indication technique and trilateration method 

      Mousa F.I.K.; Almaadeed N.; Busawon K.; Bouridane A.; Binns R.; ... more authors ( SPIE , 2018 , Article)
      Visible light communication (VLC) based on light-emitting diodes (LEDs) technology not only provides higher data rate for indoor wireless communications and offering room illumination but also has the potential for indoor ...
    • LFR face dataset:Left-Front-Right dataset for pose-invariant face recognition in the wild 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)
      In this work, a new multitask convolutional neural network (CNN) is proposed aiming for the recognition of face under pose variations. Furthermore, the combination of pose estimation for each corresponding pose in a separate ...
    • 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 ...
    • Pose-invariant face recognition with multitask cascade networks 

      Elharrouss O.; Almaadeed N.; Al-Maadeed, Somaya; Khelifi F. ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)
      In this work, a face recognition method is proposed for face under pose variations using a multitask convolutional neural network (CNN). Furthermore, a pose estimation method followed by a face identification module is ...
    • Towards the design of smart video-surveillance system 

      Beghdadi A.; Asim M.; Almaadeed N.; Qureshi M.A. ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Conference Paper)
      Security and monitoring systems are increasingly demanding in terms of quality, reliability and flexibility especially those dedicated to video surveillance. The aim of this study is to identify some limiting factors in ...
    • VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results 

      Du D.; Wen L.; Zhu P.; Fan H.; Hu Q.; ... more authors ( Springer Science and Business Media Deutschland GmbH , 2020 , Conference Paper)
      Crowd counting on the drone platform is an interesting topic in computer vision, which brings new challenges such as small object inference, background clutter and wide viewpoint. However, there are few algorithms focusing ...