Analyze Driver Behavior Using Video Data By MD ABU SAYED

Presentation Outline Background of the Study Research Objectives Methodology Data Analysis Future Works

Background of the Study Driver Errors is responsible for more than 90% of crashes in U.S Speeding was a contributing factors of 30% of total crash in 2011

Research Objective How Video data can be used to extract behavioral data of individual driver. How Individual driver activities are related to his/her driving performance on the Road. How Extracted data can be used simultaneously with the realtime data.

Methodology Environment setup for Primary Data Collection Database integration Data extraction Data Analysis

Environment setup for Primary Data Collection Hardware Setup: iPhone 6s as Front camera iPhone 6 as outside camera An Stopwatch which helped to integrate two separate Video data Toyota Campy XLE 2004 A laptop Software Setup: Python 2.7, OpenCV(Computer Vision)

Data Extraction

Driver Behaviors Movement of Head over times Angle in Degree Time(number of Frame)

Any Question?