Pattern Recognition, International Conference on (2002)
Quebec City, QC, Canada
Aug. 11, 2002 to Aug. 15, 2002
Ankur Datta , University of Central Florida
Mubarak Shah , University of Central Florida
Niels Da Vitoria Lobo , University of Central Florida
We address the problem of detecting human violence in video, such as fist fighting , kicking, hitting with objects, etc. To detect violence we rely on motion trajectory information and on orientation information of a person?s limbs. We define an Acceleration Measure Vector (AMV) composed of direction and magnitude of motion and we define jerk to be the temporal derivative of AMV. We present results from several data sequences involving multiple types of violent activities.
M. Shah, A. Datta and N. Da Vitoria Lobo, "Person-on-Person Violence Detection in Video Data," Pattern Recognition, International Conference on(ICPR), Quebec City, QC, Canada, 2002, pp. 10433.