Yasmine Megahed is a PhD candidate at the Department of Civil Engineering, Ryerson University, Toronto, Canada. She received her MSc degree in geospatial technologies with a major in remote sensing from NOVA IMS Information Management School, Lisbon, Portugal, in 2015. Her research focuses on remote sensing applications, especially digital urban mapping that integrates LiDAR and imagery data in the point cloud classification of urban morphologies.