Vision Lab Seminar

    Object and Pedestrian Tracking

    Tracking of Vehicles and Pedestrians in Wide Area Motion Imagery (WAMI) Data

    The challenge of tracking vehicles and pedestrians in Wide Area Motion Imagery (WAMI) data is the limited resolution of the objects being tracked. Using visibility improvement techniques, we demonstrate how we segment a low resolution object and track it in multiple subsequent frames. In the video demonstrations below, we track vehicles traveling in shadowy regions, vehicles that experience complete occlusions by trees, and vehicles that experience partial occlusions. In the videos below, we demonstrate vehicle tracking as well as our ability to track a pedestrian (2x7 pixels).

    Chart Object Tracking

    Video Demonstrations

    Pedestrian Tracking

    Tracking Between Tree Shadows


    Tracking with Occlusions

    Tracking with Partial Occlusions

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    Vision Lab, Dr. Vijayan Asari, Director

    Kettering Lab 461-464 
    300 College Park 
    Dayton, Ohio 45469 - 0232