International Journal of Advances in Intelligent Informatics
Vol 2, No 2 (2016): July 2016

Comparative analysis of multiple target tracking methods

Michael Kamaraj Devadoss (Research & Development Centre, Bharathiar University, Coimbatore)
Balakrishnan Ganesan (Indra Ganesan College of Engineering, Tiruchirappalli)



Article Info

Publish Date
31 Jul 2016

Abstract

Many applications such as intelligent transportation, video surveillance, robotics of computer vision mainly depend on task of multiple object tracking. It includes the process of detection, classifications and tracking. The main focus of the study is to develop an efficient and effective multiple target tracking methods to solve the issues of illumination changes, occlusions and affinity matching. Accordingly, the various multiple target tracking methods are tested and evaluated using the metrics on publicly available datasets from which it is obvious that the outcome of the global energy minimization and optimization techniques is comparatively better than any other existing techniques in all aspects. This comparative study work will also help in better understanding of the problem, knowledge of the methods and experimental evaluation skill for further research works.

Copyrights © 2016






Journal Info

Abbrev

IJAIN

Publisher

Subject

Computer Science & IT

Description

International journal of advances in intelligent informatics (IJAIN) e-ISSN: 2442-6571 is a peer reviewed open-access journal published three times a year in English-language, provides scientists and engineers throughout the world for the exchange and dissemination of theoretical and ...