Visual Big Data Analytics for Traffic Monitoring in Smart City

Dinesh Singh Chalavadi Vishnu C. Krishna Mohan
Abstract: The application such as video surveillance for traffic control in smart cities needs to analyze the large amount (hours/days) of video footage in order to locate the people who are violating the traffic rules. The traditional computer vision techniques are unable to analyze such a huge amount of visual data generated in real-time. So, there is a need for visual big data analytics which involves processing and analyzing large scale visual data such as images or videos to find semantic patterns that are useful for interpretation. In this ...