Volume : IV, Issue : IV, April - 2015

Multiobject Tracking using SURF, SIFT and MRF

Saranya Raj, R. Sureshkumar, R. Saravanakumar

Abstract :

<p> The object tracking is to associate objects in consecutive video frames. Sometimes the associate can be difficult when </p> <div>the objects are moving fast relative to the frame rate. To track objects even under frequent occlusions, the system </div> <div>demonstrated the effectiveness and usefulness of each part of the system. SIFT, SURF and MRF algorithms which helps </div> <div>to manage different possible motions of the object. The algorithm can handle images with blurring and which helps to find the keypoints </div> <div>between images. The algorithm detects and tracks the multiple objects in a random manner and can maintain the time consuming problem. The </div> <div>method yields good tracking performance in a large variety of highly dynamic scenarios. </div>

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Article: Download PDF    DOI : https://www.doi.org/10.36106/gjra  

Cite This Article:

Saranya Raj, R. Sureshkumar, R. Saravanakumar Multiobject Tracking using SURF, SIFT and MRF Global Journal For Research Analysis, Vol: 4, Issue: 4 April 2015

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