Wei Wang

Engineering (electrical systems)

Hometown: Taipei, Taiwan

Graduation date: Fall 2022

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FURI | Fall 2021

Automated Traffic Incident Detection and Driver Behavior Analysis

Nowadays, there are over 260 million registered vehicles in the United States (most of them are passenger vehicles), and as a result, road safety is an important issue for everyone. However, road safety is often studied based on safety-critical events such as accidents. Traditionally, traffic incidents are reported by police and witnesses manually, which is inefficient, imprecise, and usually biased. To address this issue, I propose a system for automated traffic incident detection and fine-grained continuous driver behavior analysis with traffic monitoring videos. It will be able to track and localize vehicles with 3D bounding boxes on the map using a framework developed by ASU APG, and then, it can apply a set of rules to automatically detect interesting events in the traffic and calculate a set of safety metrics continuously at every video frame to analyze the driving behavior.

Mentor:

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Additional projects from this student

Using advanced computer vision algorithms and artificial intelligence to develop methods of road safety analysis with roadside traffic monitoring videos will improve road safety. intelligence.

Mentor:

  • FURI
  • Summer 2021

Developing a system for traffic analysis with drone videos and advanced computer vision will improve traffic monitoring.

Mentor:

  • FURI
  • Spring 2021

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