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PERFORMANCE EVALUATION FOR TRACKING ALGORITHMS USING OBJECT LABELS Julius Popoola and Aishy Amer
 

Summary: PERFORMANCE EVALUATION FOR TRACKING ALGORITHMS USING OBJECT LABELS
Julius Popoola and Aishy Amer
Concordia University, Electrical and Computer Engineering, MontrŽeal, QuŽebec, Canada
E-Mail: j popool, amer@ece.concordia.ca
ABSTRACT
This paper proposes performance measures to evaluate object track-
ing algorithms using object labels and sizes.. The usefulness and
effectiveness of the proposed evaluation measures are shown by re-
porting the performance evaluation of two tracking algorithms. We
then compare the application of the proposed evaluation measures
with related work to demonstrate that they are more suitable.
Index Terms-- Performance Evaluation, Object tracking, Ob-
ject detection
1. INTRODUCTION
The development of object tracking algorithms has become a popular
area of research in recent years with many applications developed.
An example of such application is the surveillance system, whereby
the tracking algorithm enables the surveillance systems to detect de-
posit and removal of objects, vandalism and monitor movement in
the restricted areas. This leads to the improvement in level of secu-

  

Source: Amer, Aishy - Department of Electrical and Computer Engineering, Concordia University

 

Collections: Engineering