冯俊惠, 肖阳辉, 王恩德, 杨凯. 一种基于SAD的相关跟踪有效性判断方法[J]. 微电子学与计算机, 2015, 32(11): 101-104,110.
引用本文: 冯俊惠, 肖阳辉, 王恩德, 杨凯. 一种基于SAD的相关跟踪有效性判断方法[J]. 微电子学与计算机, 2015, 32(11): 101-104,110.
FENG Jun-hui, XIAO Yang-hui, WANG En-de, YANG Kai. A Correlation Tracking Validity Judging Method Based on SAD[J]. Microelectronics & Computer, 2015, 32(11): 101-104,110.
Citation: FENG Jun-hui, XIAO Yang-hui, WANG En-de, YANG Kai. A Correlation Tracking Validity Judging Method Based on SAD[J]. Microelectronics & Computer, 2015, 32(11): 101-104,110.

一种基于SAD的相关跟踪有效性判断方法

A Correlation Tracking Validity Judging Method Based on SAD

  • 摘要: 相关跟踪算法能在低信噪比、特征信息较少等条件下对目标进行准确跟踪,且操作简单,计算量小,但在遮挡发生、干扰出现、目标发生形变等情况下失效.在绝对差和法SAD相关跟踪的基础上,提出一种相关跟踪有效性判断方法,根据序列图像SAD矩阵最小值所在的邻域矩阵的相关值,进行有效性判断,以便对跟踪失效的图像采取进一步跟踪策略,从而提高了相关跟踪算法的鲁棒性和准确性.

     

    Abstract: Correlation tracking method is accurate when image has low signal-to-noise ratio or target has few feature information, and has simple and little calculation, however it will be invalid under the conditions of occlusion, false target jamming and target deformation. This paper proposes a correlation tracking validity judging method based on sum of absolute difference (SAD), selects the neighborhood region of minimum value in the SAD matrix of sequential images, calculates correlation value to judge tracking validity so as to use further tracking methods to the images tracking wrong, so improves robustness and accuracy of correlation tracking method.

     

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