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INTRODUCING NEW PARAMETERS TO COMPARE THE ACCURACY AND RELIABILITY OF MEAN-SHIFT BASED TRACKING ALGORITHMS

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Author(s): S.A. Mohammadi | M.R. Mahzoun

Journal: Signal & Image Processing
ISSN 2229-3922

Volume: 2;
Issue: 3;
Start page: 47;
Date: 2011;
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Keywords: Object tracking | Mean-shift algorithm | Adaptive template | Bhattacharyya coefficients

ABSTRACT
Mean shift algorithms are among the most functional tracking methods which are accurate and havealmost simple computation. Different versions of this algorithm are developed which are differ in templateupdating and their window sizes. To measure the reliability and accuracy of these methods one shouldnormally rely on visual results or number of iteration. In this paper we introduce two new parameterswhich can be used to compare the algorithms especially when their results are close to each other.
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