ROBUST AND COMPUTATIONALLY EFFICIENT VIDEO-BASED OBJECT TRACKING IN REGULARIZED MOTION ENVIRONMENTS

摘要

A method and system for video-based object tracking includes detecting an initial instance of an object of interest in video captured of a scene being monitored and establishing a representation of a target object from the initial instance of the object. The dominant motion trajectory characteristic of the target object are then determined and a frame-by-frame location of the target object can be collected in order to track the target object in the video.

主权项

1. A method for video-based object tracking, said method comprising:
detecting an initial instance of an object of interest in video captured of a scene being monitored; establishing a representation of a target object from said initial instance of said object of interest; determining a set of dominant motion trajectory characteristics of said target object; and determining a frame-by-frame location of said target object in order to track said target object in said video using said set of dominant motion trajectory characteristics.