Automated Pedestrian Safety Analysis Using Video Data in the Context of Scramble Phase Intersections Karim Ismail, M.A.Sc., PhD. Student Tarek Sayed, P.Eng., Ph.D. Nicolas Saunier, Ph.D. The University of British Columbia Paper prepared for presentation at the ________________Session of the 2009 Annual Conference of the Transportation Association of Canada Vancouver, British Columbia Acknowledgment The video data used in this research was obtained in a previous study conducted at the Institute of Transportation Studies, UC Berkeley Traffic Safety Center. The key contact persons were Jenna Hua and Prof. David Ragland. The authors would like to sincerely thank them. Observation of the traffic conflicts was conducted by Varun Ramakrishna at UBC and Indian Institute of Technology, Madras, Chennai.