International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 125 | Views: 138

Comparative Studies | Electronics & Communication Engineering | Egypt | Volume 5 Issue 7, July 2016

Tracking Moving Objects: A Comparative Study

Walaa Omar El-Farouk Badr | Dr. Hossam El-Din Mostafa

Abstract: Visual tracking is considered to be one of the most important challenges in computer vision with numerous applications such as object recognition and detection. In the present paper, four tracking techniques will be introduced circulant structure with kernels (CSK), Kernelized correlation filters (KCF), Adaptive color attributes (ACT), and distractor awareness tracker (DAT) for the visual object tracking (VOT14) challenge datasets. Performance evaluation for each method was calculated using three measures, center location error (CLE), distance precision (DP), and speed in frames per second (FPS). Results have shown that KCF tracker is the fastest technique. It achieves the best results in most sequences and the highest precision at lower threshold. It is used in time-critical application with satisfactory performance. Each tracker performs favorable and competitive results in some sequence and fails in others. So it is noted that the choice of the tracker is application dependent.

Keywords: Visual tracking, circulant, correlation filter, distractor, distance precision, precision plot

Edition: Volume 5 Issue 7, July 2016,

Pages: 1449 - 1454

How to Download this Article?

Type Your Email Address below to Download the Article PDF

How to Cite this Article?

Walaa Omar El-Farouk Badr, Dr. Hossam El-Din Mostafa, "Tracking Moving Objects: A Comparative Study", International Journal of Science and Research (IJSR), Volume 5 Issue 7, July 2016, pp. 1449-1454,

Similar Articles with Keyword 'circulant'

Downloads: 113

Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 5, May 2013

Pages: 409 - 412

A Quasi-Synchronous CDMA system using Frequency Domain Multi-User Detector (MUD)

Anees K A | D.Damodaram

Share this Article

Downloads: 139

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 7, July 2015

Pages: 323 - 327

A Memory Efficient -Fully Parallel QC-LDPC Encoder

Vishnu Nampoothiri V | Sajith Sethu P

Share this Article