Moving object detection from MPEG coded data

被引:0
|
作者
Nakajima, Y [1 ]
Yoneyama, A [1 ]
Yanagihara, H [1 ]
Sugano, M [1 ]
机构
[1] Kokusai Denshin Denwa Co Ltd, Res & Dev Labs, Kamifukuoka, Saitama 356, Japan
关键词
video indexing; motion analysis; moving object detection; MPEG; video browsing; compressed domain video manipulation; and video databases;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We describe a method of moving object detection directly from MPEG coded data. Since motion information in MPEG coded data is determined in terms of coding efficiency point of view, it does not always provide real motion information of objects. We use a wide variety of coding information including motion vectors and DCT coefficients to estimate real object motion. Since such information can be directly obtained from coded bitstream, very fast operation can be expected. Moving objects are detected basically analyzing motion vectors and spatio-temporal correlation of motion in P-, and B-pictures. Moving objects are also detected in intra macroblocks by analyzing coding characteristics of intra macroblocks in P-and B-pictures and by investigating temporal motion continuity in I-pictures. The simulation results show that successful moving object detection has been performed on macroblock level using several test-sequences. Since proposed method is very simple and requires much less computational power than the conventional object detection methods, it has a significant advantage as motion analysis tool.
引用
收藏
页码:988 / 996
页数:9
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