电子稳像的分层位平面全局运动估计算法

提出一种分层位平面匹配的快速全局运动估计算法.算法充分利用多分辨率思想,在每一层选用不同位平面进行匹配以找到运动矢量|利用层内块运动的空间相关性和层间矢量传递性,来自适应地选择搜索起始点|同时设定阈值,对运动矢量满足准确度的子块,直接结束搜索|将所得到的各子块的运动矢量作为集合,根据其统计规律,找到出现概率最大的样本作为正确的全局运动矢量.实验表明,该算法计算速度快,且与块匹配全搜索相比,其误差小于半个像素,能够达到快速准确进行全局运动估计的能力.

Hierarchical Bit-plane Global Motion Estimation for Image Stabilization

A fast global motion estimation method based on hierarchical bit-plane matching is proposed.It makes full use of multi-resolution pyramid matching with different bit-planes to find the translation vector.According to the high correlation of adjacent blocks′ motion vectors and father-children of hierarchical blocks,the initial search point is adaptively chosen.The threshold is also selected to detect the motion accuracy to finish the search in advance.With all the local motions as a set,the motion with the largest number is detected as the global motion.Experimental results show that this algorithm excels the block matching in speed while the error is below 0.5 pixel.