Lj. Luo et al., A NEW PREDICTION SEARCH ALGORITHM FOR BLOCK MOTION ESTIMATION IN VIDEO CODING, IEEE transactions on consumer electronics, 43(1), 1997, pp. 56-61
Motion estimation plays an important role for the compression of video
signals. This paper presents a new prediction search algorithm (PSA)
for block motion estimation. The proposed method utilizes the linear w
eighting of the motion vectors of the three adjacent blocks to obtain
a prediction motion vector, namely, the initial search point. Using a
3x3 movable search window, it then searches from the prediction point
with a fixed search step size of one until it reaches the boundary of
search area or its local minimum point lies in the center of search wi
ndow. Based on the spatial characteristics of the center-biased distan
ce between a motion vector and the corresponding prediction vector and
the temporal correlation of motion vectors, this method can significa
ntly reduces search times. Simulation results show that the proposed P
SA is better than the three-step search algorithm and the four-step se
arch algorithm in terms of MSE with smaller computational requirement.