Dept. of Comput. and Inf. Sci., Nat. Chiao Tung Univ., Hsinchu.
IEEE Trans Image Process. 1997;6(11):1587-91. doi: 10.1109/83.641419.
In this correspondence, a fast approach to motion estimation is presented. The algorithm uses the block sum pyramid to eliminate unnecessary search positions. It first constructs the sum pyramid structure of a block. Successive elimination is then performed hierarchically from the top level to the bottom level of the pyramid. Many search positions can be skipped from being considered as the best motion vector and, thus, the search complexity can be reduced. The algorithm can achieve the same estimation accuracy as the full search block matching algorithm with much less computation time.
在这封信件中,我们提出了一种快速的运动估计方法。该算法使用块和金字塔来消除不必要的搜索位置。它首先构建一个块的和金字塔结构。然后,从金字塔的顶层到底层进行分层的逐步淘汰。通过这种方式,可以跳过许多搜索位置,从而减少搜索的复杂性。该算法可以达到与全搜索块匹配算法相同的估计精度,同时计算时间大大减少。