International Journal of Informatics and Communication Technology (IJ-ICT)
Vol 11, No 1: April 2022

A novel enhanced algorithm for efficient human tracking

Mehdi Gheisari (Islamic Azad University)
Zohreh Safari (Texas Tech University)
Mohammad Almasi (University of Barcelona)
Amir Hossein Pourishaban Najafabadi (Yazd University)
Abel Sridharan (University of Madras)
Ragesh G K (Indian Institute of Information Technology Kottayam)
Yang Liu (Harbin Institute of Technology (Shenzhen))
Aaqif Afzaal Abbasi (Foundation University)



Article Info

Publish Date
01 Apr 2022

Abstract

Tracking moving objects has been an issue in recent years of computer vision and image processing and human tracking makes it a more significant challenge. This category has various aspects and wide applications, such as autonomous deriving, human-robot interactions, and human movement analysis. One of the issues that have always made tracking algorithms difficult is their interaction with goal recognition methods, the mutable appearance of variable aims, and simultaneous tracking of multiple goals. In this paper, a method with high efficiency and higher accuracy was compared to the previous methods for tracking just objects using imaging with the fixed camera is introduced. The proposed algorithm operates in four steps in such a way as to identify a fixed background and remove noise from that. This background is used to subtract from movable objects. After that, while the image is being filtered, the shadows and noises of the filmed image are removed, and finally, using the bubble routing method, the mobile object will be separated and tracked. Experimental results indicated that the proposed model for detecting and tracking mobile objects works well and can improve the motion and trajectory estimation of objects in terms of speed and accuracy to a desirable level up to in terms of accuracy compared with previous methods.

Copyrights © 2022






Journal Info

Abbrev

IJICT

Publisher

Subject

Computer Science & IT

Description

International Journal of Informatics and Communication Technology (IJ-ICT) is a common platform for publishing quality research paper as well as other intellectual outputs. This Journal is published by Institute of Advanced Engineering and Science (IAES) whose aims is to promote the dissemination of ...