Visual Tracking of Objects Using Multiresolution

This work presents a methodology for multiple object tracking in image sequences at high video rate using a multiresolution technique based on Haar basis of wavelet transform. The main objective of visual tracking is to closely follow objects in each frame of a video stream such that the object position as well as other geometric information are always known. The idea is to locate and accompany an object based on previously identi ed features such as salient geometric properties. The methodology was implemented and experiments were conducted where single and multiple objects were successfully tracked at high video rates. Important applications of this system include real time tracking of single or multiple targets.