Tracking and detection of rapid moving targets

In this paper we consider the problem of rapid moving targets detection and estimation of parameters of their trajectories by analysis of a sensor data in the form of two-dimensional image. We describe the method for selecting important samples from this source image, and method for estimating parameters of a trajectory based on the ordinary least squares technique. Also, we introduce a detection stage to make a decision about track presence state. Statistical modeling was performed and detection characteristics were obtained.