Automatic moving object extraction in MPEG video

被引:0
作者
Zeng, W
Gao, W
Zhao, D
机构
来源
PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL II: COMMUNICATIONS-MULTIMEDIA SYSTEMS & APPLICATIONS | 2003年
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中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a moving object extraction technique for MPEG coded data directly. It is a change-based motion object extraction approach, which discriminates background and moving objects by means of the higher-order statistics (HOS) performed on the inter-frame differences of DC image. The DC image is partly decoded picture from the compressed video for the rapid reconstruction of image data. In order to employ an optimal threshold in moving object detection stage, the background is. detected by the Moment-preserving thresholding technique for each frame. Based on the background statistic, the proportion of background variance is employed to extract the final object mask by comparison the fourth moment measure and the variance. Experimental results have demonstrated that the proposed approach worked efficiently and shown a robust result for object extraction in compressed video.
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收藏
页码:524 / 527
页数:4
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