Volume : 4, Issue : 4, April - 2015
Multiobject Tracking using SURF, SIFT and MRF
Saranya Raj, R. Sureshkumar, R. Saravanakumar
Abstract :
<p><p>&lt;p&gt;&amp;nbsp;The object tracking is to associate objects in consecutive video frames. Sometimes the associate can be difficult when&amp;nbsp;&lt;/p&gt; &lt;div&gt;the objects are moving fast relative to the frame rate. To track objects even under frequent occlusions, the system&amp;nbsp;&lt;/div&gt; &lt;div&gt;demonstrated the effectiveness and usefulness of each part of the system. SIFT, SURF and MRF algorithms which helps&amp;nbsp;&lt;/div&gt; &lt;div&gt;to manage different possible motions of the object. The algorithm can handle images with blurring and which helps to find the keypoints&amp;nbsp;&lt;/div&gt; &lt;div&gt;between images. The algorithm detects and tracks the multiple objects in a random manner and can maintain the time consuming problem. The&amp;nbsp;&lt;/div&gt; &lt;div&gt;method yields good tracking performance in a large variety of highly dynamic scenarios.&amp;nbsp;&lt;/div&gt;</p></p>
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Download PDF Journal DOI : 10.15373/2249555XCite 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