An Attention Based Method For Motion Detection And Estimation
Keywords:visual attention, motion detection, motion estimation, object tracking, DDC: 004 (Data processing, computer science, computer systems)
AbstractThe demand for automated motion detection and object tracking systems has promoted considerable research activity in the field of computer vision. A novel approach to motion detection and estimation based on visual attention is proposed in the paper. Two different thresholding techniques are applied and comparisons are made with Black's motion estimation technique based on the measure of overall derived tracking angle. The method is illustrated on various video data and results show that the new method can extract both motion and shape information.
ICVS Workshop on Computational Attention & Applications - WCAA 2007