Guo Xiaomin, Yao Rui, Liu Zhiyue, Wang Youren. Efficient adaptive motion estimation algorithm based on motion intensity[J]. Journal of Image and Graphics, 2012, 17(4): 504-511. DOI: 10.11834/jig.20120408.
Efficient adaptive motion estimation algorithm based on motion intensity
In order to reduce the complexity of motion estimation and improve the efficiency of the video encoder
an adaptive motion estimation search algorithm based on motion intensity is proposed.Motion intensity reflects the intensity of motion between adjacent frames.By defining the concept of motion intensity
the movement of the next frame is predicted based on the measured intensity information of the current frame
and a different motion search algorithm is selected adaptively.If the motion intensity of the current frame is greater than the threshold
the UMHexagonS search algorithm is chosen
otherwise the improved hexagon search algorithm is chosen.Simulation results show that the coding efficiency is improved significantly
while the image quality and compression performance change little.In addition
the threshold of motion intensity in the algorithm is adjustable
thus the demands of different encoding can be met by changing the threshold.