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计算机工程 ›› 2013, Vol. 39 ›› Issue (4): 291-295. doi: 10.3969/j.issn.1000-3428.2013.04.067

• 开发研究与工程应用 • 上一篇    下一篇

多层次十字菱形快速整像素搜索算法

曾接贤,郑大芳,符 祥   

  1. (南昌航空大学软件学院,南昌 330063)
  • 收稿日期:2012-05-09 出版日期:2013-04-15 发布日期:2013-04-12
  • 作者简介:曾接贤(1958-),男,教授,主研方向:图像处理,计算机视觉;郑大芳,硕士研究生;符 祥,博士
  • 基金资助:
    国家自然科学基金资助项目(61165011);江西省科技支撑计划基金资助项目(20112BBG70092);航天科技创新基金资助项目(CASC201102);航空科学基金资助项目(2010ZC56006)

Fast Integer Pixel Search Algorithm of Multi-level Cross Diamond

ZENG Jie-xian, ZHENG Da-fang, FU Xiang   

  1. (School of Software, Nanchang Hangkong University, Nanchang 330063, China)
  • Received:2012-05-09 Online:2013-04-15 Published:2013-04-12

摘要: 为提高运动估计速度,提出一种面向H.264的多层次十字菱形快速整像素搜索算法。利用绝对误差和值的空间相关性,自适应地设置阈值,运用运动矢量场的时空相关性预测初始搜索点。根据当前最小代价值和阈值的关系,进行提前终止判断和自适应搜索模板选择,同时精确定位多层次十字模板。实验结果表明,该算法在保持搜索精度的同时降低了运动估计时间。

关键词: H.264标准, 多层次十字菱形, 整像素搜索, 时空相关性, 自适应, 运动估计

Abstract: To improve the speed of motion estimation, a fast integer pixel search algorithm for H.264 called Multi-level Cross Diamond Search(MCDS) algorithm is proposed. The algorithm uses the spatial correlation of Sum of Absolute Difference(SAD) value to set thresholds adaptively. It uses the spatial-temporal correlations of the motion vector field to predict the initial search points. And it makes early-termination judgment and selects search templates adaptively according to the relationship of the current minimum cost and the thresholds. It locates multi-cross diamond template precisely adopting the technologies of early-termination judgment and adaptive search templates selection. Experimental results show that the proposed algorithm can save a lot of motion estimation time while maintaining the search accuracy basically compared with the current algorithms.

Key words: H.264 standard, multi-level cross diamond, integer pixel search, spatial-temporal correlation, adaptive, motion estimation

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