局部运动场景中运动对象的压缩域分割算法
Compressed Domain Moving Object Segmentation in Local Motion Scene
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摘要: 压缩域视频运动对象的分割技术近年来逐渐被人们所重视,并且成为较实用的技术之一.该文针对目前压缩域中运动对象分割质量不高的问题,提出一种压缩域分割的改进算法.该算法首先从MPEG压缩码流中提取运动矢量,并对矢量进行运动累加和中值滤波处理,最后利用贝叶斯风险决策对非零运动矢量区域进行校正,最终得到较好的分割结果.该文还定义了压缩域分割质量的评价参数分割率和错分率,为评价压缩域的分割结果提供了客观评价标准.
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关键词:
- MPEG;分割;压缩域
Abstract: More and more attention has been paid to the study of moving object segmentation in MPEG compressed domain these years, which has already developed into a practical technology. In this paper, an algorithm by using motion vectors and DCT coefficients is put forward for segmenting moving object in MPEG compressed domain. As regards local motion scene, the algorithm produces a better result of segmentation than currently adopted ones. Firstly, the motion vectors are processed by accumulation and median filter; then the areas of non-zero motion vectors are rectified by the Bayesian decision to get high-quality segmentation. -
Venkatesh R, Ramakrishnan K R. Content-based video retrieval using motion descriptors extracted from compressed domain.IEEE International Symposium on Circuits and Systems(ISCAS),Arizona, 2002, vol. 4:141 - 144.[2]Venkatesh R, Ramakrishnan K R. Compressed domain motion segmentation for video object extraction. Intl Conf. on Acoustics,Speech, and Signal Processing, Orlando, Sept. 2002, vol.4:3788 - 3791.[3]Wang H, Chang S F. A highly efficient system for automatic face region detection in MPEG video[J].IEEE Trans. on Circuit and System for Video Technology.1997, 7(4):615-[4]Orachat Sukmarg, Rao K R. Fast object detection and segmentation in mpeg compressed domain. TENCON 2000,Kuala Lumpur, Malaysia, Sept. 2000:1769 - 1770.[5]Eng How-Lung, Ma Kai-Kuang. Spatiotemporal segmentation of moving video objects over mpeg compressed domain[J].IEEE IntlConf. on Multimedia and Expo(ICME), New York.2000, Vol.3:1531-[6]Ji Salkmann, Park Hyun Wook. Moving object segmentation in DCT-based compressed video[J].Electronics Letters.2000, 36(21):1769-[7]ISO/IEC.JCT1/SC29 CD11172-2, MPEG1, international standard for coding of moving pictures and associated audio for digital storage media at up to about 1.5Mb/s. 1991.[8]ISO/IEC.JCT1/SC29 CD13818-2, MPEG2, coding of moving pictures and associated audio. 1993. -
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