Simulink Model For Object Tracking using Optical Flow
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | India | Volume 4 Issue 6, June 2015

Simulink Model For Object Tracking using Optical Flow

Shailendra Kumar Singh, Utkarsh Sharma

Object tracking and detection is first step in applications such as video surveillance. The main aim of object tracking has been developed to estimate location, velocity and distance parameters of moving objects with the help of static camera. Object tracking system require accurate segmentation of objects from the background for effective tracking. Motion segmentation or optical flow can be used to segment incoming images. Optical flow allows multiple moving targets to be separated based on their individual velocities, optical flow techniques are prone to errors caused by changing lightning and occlusions, both common in surveillance environment. In this paper we propose a combined motion segmentation/optical flow algorithm for used in object tracking. Optical flow is calculated at pixel resolution and tracking of flow vectors is employed to improve performance and detect discontinuities, which can indicate the location of overlaps between objects.

Keywords: Objcet tracking, Optical Flow, Motion Detection

Edition: Volume 4 Issue 6, June 2015

Pages: 2323 - 2326

Share this Article

How to Cite this Article?

Shailendra Kumar Singh, Utkarsh Sharma, "Simulink Model For Object Tracking using Optical Flow", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155865, Volume 4 Issue 6, June 2015, 2323 - 2326

103 PDF Views | 102 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Optical Flow'

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2323 - 2326

Simulink Model For Object Tracking using Optical Flow

Shailendra Kumar Singh, Utkarsh Sharma

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 7 Issue 11, November 2018

Pages: 1021 - 1032

A Novel Approach of Tracking Medical Images by using MIT Toolbox

M Sameena Nazeer

Share this Article

Similar Articles with Keyword 'Motion Detection'

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2202 - 2204

FPGA Implementation of Motion Feature Extraction Employing Pipelined Architecture

M. Nivethitha, B. Venkataramanaiah

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1857 - 1861

Real Time Motion Detection Using Background Subtraction Method and Frame Difference

Lavanya M P

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2323 - 2326

Simulink Model For Object Tracking using Optical Flow

Shailendra Kumar Singh, Utkarsh Sharma

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2221 - 2224

Multi-Feature Based Fire Detection Using Video Image Processing

Hemangi Tawade, R. D. Patane

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 8, August 2013

Pages: 151 - 157

Background Subtraction Algorithm for Moving Object Detection Using Denoising Architecture in FPGA

Anu Susan Philip

Share this Article
Top