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.
Journal: Signal & Image Processing
ISSN 2229-3922
Volume: 2;
Issue: 3;
Start page: 47;
Date: 2011;
VIEW PDF
DOWNLOAD PDF Original pageKeywords: 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.