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蝶形运动估计算法

Butterfly-shaped Motion Estimation Algorithm
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摘要 提出一种运动估计算法,该算法充分利用视频序列的统计特性以节省计算量,提高速度。并采用简单有效的搜索模板-蝶形模板,快速截止技术通过提前判断DCT变换系数全零来停止搜索。采用中值运动向量预测技术以确定初始搜索点。仿真表明,该算法与钻石搜索算法相比,搜索速度提高43.26%~80%,图像质量更好。 A novel fast motion estimation algorithm is proposed in this paper. This algorithm reduces computation load by the full utilization of video statistical characteristics. The algorithm proposes one simple and efficient search pattern: the butterfly-shaped search pattern. By justifying the coefficients of DCT transform in advance, the algorithm can stop the search process in the half way. The median motion vector prediction technique is used for the selection of the initial search point in this algorithm. The result of simulation proves that this algorithm can achieve 43.26%-80% percent speedup compared with diamond search algorithm and the picture quality is better.
出处 《计算机工程》 CAS CSCD 北大核心 2008年第4期235-237,240,共4页 Computer Engineering
基金 华为科技基金资助项目(YJCB2005019BA)
关键词 视频图像 运动估计 块匹配算法 video image motion estimation block matching algorithm
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参考文献5

  • 1Zhu Shan, Ma Kaikuang. A New Diamond-search Algorithm for Fast Block Matching Motion Estimation[J]. IEEE Transactions on Image Processing, 1999, 9(2): 287-290.
  • 2Zhu Le, Lin Xiao, Chau L P, et al. A Novel Hexagon-based Search Algorithm for Fast Block Motion Estimation[C]//Proc. of IEEE International Conference on Acoustic, Speech, Signal. Salt Lake:[s. n.]. 2001:1593-1596
  • 3Cheung C H. A Novel Cross-diamond Search Algorithm for Fast Block Motion Estimation[J]. IEEE Transactions on Circuits System for Video Technology, 2002, 12(12): 1168-1177.
  • 4Cheung C H. A Novel Small-cross-diamond Search Algorithm for Fast Video Coding and Videoconferencing Applications[C]//Proc. of IEEE Int. Conf. on Image Processing. Rochester, New York: [s. n.]. 2002: 681-684.
  • 5Cheung C H. Novel Cross-diamond-hexagonal Search Algorithms for Fast Block Motion Estimation[J]. IEEE Trans. on Multimedia, 2005, 7(1): 16-22.

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