Video stabilization based on human visual system

被引:4
作者
Lee, Yun Gu [1 ]
机构
[1] Kwangwoon Univ, Dept Comp Sci & Engn, Seoul 139701, South Korea
关键词
video analysis; video stabilization; camera motion; video enhancement; IMAGE; DISTORTION;
D O I
10.1117/1.JEI.23.5.053009
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A video stabilization method based on a new concept inspired by the human visual system is presented. The human eye provides a stable scene by continuously changing the eye's orientation in a way that always places the focused target in the center of one's view. Similar to the human eye, the proposed algorithm focuses only on a single target object within a scene and stabilizes the target on the two-dimensional image plane by rotating a camera in three-dimensional space while most previous methods consider all objects in a video. The rotational angles of the camera along the x and y axes are simply predicted from a translational motion vector of the target object on the image plane. Hence, the proposed algorithm can provide a vivid video as if it was seen through the eye. Efficient video stabilization by approximating the human visual system is introduced, a practical method for real-time devices. Experimental results demonstrate that the visual feelings of the compensated videos are different depending on the selected target object and the approximating method provides a reasonable performance. (C) 2014 SPIE and IS&T
引用
收藏
页数:11
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