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      Face Presentation Attack Detection Using Deep Background Subtraction 

      Benlamoudi, Azeddine; Bekhouche, Salah Eddine; Korichi, Maarouf; Bensid, Khaled; Ouahabi, Abdeldjalil; Hadid, Abdenour; Taleb-Ahmed, Abdelmalik (MDPI, 2022-05-15)
      Currently, face recognition technology is the most widely used method for verifying an individual’s identity. Nevertheless, it has increased in popularity, raising concerns about face presentation attacks, in which a photo ...
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      Spatiotemporal CNN with Pyramid Bottleneck Blocks: Application to eye blinking detection 

      Bekhouche, Salah Eddine; Kajo, I.; Ruichek, Y.; Dornaika, Fadi (Pergamon-Elsevier, 2022-04-18)
      Eye blink detection is a challenging problem that many researchers are working on because it has the potential to solve many facial analysis tasks, such as face anti-spoofing, driver drowsiness detection, and some health ...