The Improvement of Mean-Shift Algorithm in Target Tracking

Danping Jia, Lifeng Zhang, Chunhua Li
2015 International Journal of Security and Its Applications  
The bandwidth of kernel function is invariance in Mean-Shift tracking process which led to the problem of actual process of tracking failure. To solve this question a method is proposed to combine object contour, RGB color histogram and Mean-Shift tracking algorithm. In each frame the contour and color feature of target object are extracted to as a model. Meanwhile the size of contour is used as the bandwidth for kernel function in the next frame. Based on this Method the accuracy of Mean-Shift
more » ... uracy of Mean-Shift tracking is improved and the error of Mean-Shift tracking is reduced. Authors Danping Jia, She received her M.Sc. in Instrument Science and Technology (2002) and PhD in Electrical Engineering (2009) from Shenyang University of Technology. Now she is the dean of electronic information engineering department of Shenyang University of technology, national temperature measurement committee. Her current research interests include different aspects of photoelectric detection and Automatic control.
doi:10.14257/ijsia.2015.9.2.03 fatcat:cwwwi7dyunegzkjyqcipi35dpq