• Classification of Individual Finger Movements from Right Hand Using fNIRS Signal 

      Khan, Haroon; Noori, Farzan Majeed; Yazidi, Anis; Uddin, Md Zia; Khan, M.N Afzal; Mirtaheri, Peyman (Peer reviewed; Journal article, 2021)
      Functional near-infrared spectroscopy (fNIRS) is a comparatively new noninvasive, portable, and easy-to-use brain imaging modality. However, complicated dexterous tasks such as individual finger-tapping, particularly using ...
    • Monitoring In-Home Emergency Situation and Preserve Privacy using Multi-modal Sensing and Deep Learning 

      Bordvik, David Andreas; Hou, Jie; Noori, Farzan Majeed; Uddin, Md Zia; Tørresen, Jim (Chapter, 2022)
      Videos and images are commonly used in home monitoring systems. However, detecting emergencies in-home while preserving privacy is a challenging task concerning Human Activity Recognition (HAR). In recent years, HAR combined ...
    • Ultra-Wideband Radar-Based Activity Recognition Using Deep Learning 

      Noori, Farzan Majeed; Uddin, Md Zia; Tørresen, Jim (Peer reviewed; Journal article, 2021)
      With recent advances in the field of sensing, it has become possible to build better assistive technologies. This enables the strengthening of eldercare with regard to daily routines and the provision of personalised care ...