• Automated vehicle density estimation from raw surveillance videos 

      Mehboob, Fozia; Abbas, Muhammad; Jiang, Richard; Tahir, Muhammad Atif; Al-Maadeed, Somaya; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)
      To enable an effective traffic management and signal control, it is important to know the road traffic density. In recent years, video surveillance based systems and monitoring tools have been widely used for obtaining ...
    • Efficient Quantum Image Classification Using Single Qubit Encoding 

      Easom-McCaldin, Philip; Bouridane, Ahmed; Belatreche, Ammar; Jiang, Richard; Al-maadeed, Somaya ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)
      The domain of image classification has been seen to be dominated by high-performing deep-learning (DL) architectures. However, the success of this field, as seen over the past decade, has resulted in the complexity of ...
    • Emotion recognition from scrambled facial images via many graph embedding 

      Jiang, Richard; Ho, Anthony T.S.; Cheheb, Ismahane; Al-Maadeed, Noor; Al-Maadeed, Somaya; ... more authors ( Elsevier Ltd , 2017 , Article)
      Facial expression verification has been extensively exploited due to its wide application in affective computing, robotic vision, man-machine interaction and medical diagnosis. With the recent development of Internet-of-Things ...
    • Face Recognition in the Scrambled Domain via Salience-Aware Ensembles of Many Kernels 

      Jiang, Richard; Al-Maadeed, Somaya; Bouridane, Ahmed; Crookes, Danny; Celebi, M. Emre ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Article)
      With the rapid development of Internet-of-Things (IoT), face scrambling has been proposed for privacy protection during IoT-targeted image/video distribution. Consequently, in these IoT applications, biometric verification ...
    • Low-quality facial biometric verification via dictionary-based random pooling 

      Al-Maadeed, Somaya; Bourif, Mehdi; Bouridane, Ahmed; Jiang, Richard ( Elsevier Ltd , 2016 , Article)
      In the past decade, visual surveillance has emerged as an effective tool in public security applications. Due to the technical limitations of both surveillance cameras and transmission speed, videos collected from surveillance ...
    • Random sampling for patch-based face recognition 

      Cheheb, Ismahane; Al-Maadeed, Noor; Al-Madeed, Somaya; Bouridane, Ahmed; Jiang, Richard ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)
      Real face recognition is a challenging problem especially when face images are subject to distortions. This paper presents an approach to tackle partial occlusion distortions present in real face recognition using a single ...
    • Traffic Flow Estimation from Road Surveillance 

      Mehboob, Fozia; Abbas, Muhammad; Almotaeryi, Resheed; Jiang, Richard; Al-Maadeed, Somaya; ... more authors ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)
      Real-time traffic analysis using the road mounted surveillance cameras present multitude of benefits. This kind of traffic video processing has become an important means for intelligent traffic management and control. The ...