A general mean shift procedure is defined by nonparametric estimation of density gradient, and the steps and convergency of the algorithm are proposed.

• 首先根据密度函数的非参数估计推导出均值漂移公式的一般形式，说明了均值漂移迭代算法的步骤及收效性；