• DeepWTPCA-L1: A New Deep Face Recognition Model Based on WTPCA-L1 Norm Features 

      Maafiri A.; Elharrouss O.; Rfifi S.; Al-Maadeed, SomayaA.; Chougdali K. ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)
      In this paper, we propose a robust face recognition model called DeepWTPCA-L1 using WTPCA-L1 features and a CNN-LSTM architecture. First, WTPCA-L1 algorithm, composed of Three-level decomposition of discrete wavelet transform ...
    • Visualization of faces from surveillance videos via face hallucination 

      Makhfoudi A.; Al-Maadeed, Somaya; Bouridane A.; Sexton G.; Jiang R. ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)
      Face hallucination can be a useful tool for visualizing a low quality face into a visually better quality, making it an attractive technology for many applications. While faces in surveillance videos are usually at very ...