International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064

Downloads: 112

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

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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

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