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Object Tracking in Real Time Videos using Mean Shift Algorithm

Author(s):

Sadaf Khan , G H RAISONI ACADEMY OF ENGG AND TECHNOLOGY (NAGPUR) ; Mr.Sanjay Tembhurne, GHRAET(NAGPUR); Dr.Sanjay Haridas, GHRAET(NAGPUR)

Keywords:

Mean Shift, color histogram, LBP, Tracking

Abstract

The complex task in a running video is to efficiently track the target with respect to its vary in position. The Mean Shift algorithm can be applied robustly and quickly to track the object. Local binary pattern is the technique through which a neighborhood of a pixel is determined by its binary derivatives. So the LBP can be employed in the field of pattern and movement recognition. In the proposed work mean shift algorithm will effectively track the target object applied along with LBP and joint color histogram in real time videos.

Other Details

Paper ID: IJSRDV3I40769
Published in: Volume : 3, Issue : 4
Publication Date: 01/07/2015
Page(s): 1527-1529

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