Shahela Saif is a researcher associated with Bahria University, Islamabad, Pakistan. Her research interests include computer vision, machine learning, and image and video analysis. Saif received her M.S. degree in computer software engineering from the National University of Science & Technology, Islamabad. Contact her at shahela.saif@comsats.edu.pk.