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计算机工程 ›› 2011, Vol. 37 ›› Issue (23): 197-199. doi: 10.3969/j.issn.1000-3428.2011.23.0067

• 图形图像处理 • 上一篇    下一篇

自适应块分割的快速BEMD算法研究

吴 纯1,王文波2   

  1. (1. 武汉商业服务学院基础课部,武汉 430056;2. 武汉科技大学理学院,武汉 430065)
  • 收稿日期:2011-07-04 出版日期:2011-12-05 发布日期:2011-12-05
  • 作者简介:吴 纯(1978-),男,讲师,主研方向:图像处理,多尺度分析理论;王文波,副教授
  • 基金资助:
    冶金工业过程系统科学湖北省实验室开放基金资助重点项目(C201007);湖北省自然科学基金资助项目(2010CDB03305)

Research on Rapid BEMD Algorithm for Self-adaptive Block Partition

WU Chun   1, WANG Wen-bo   2   

  1. (1. Department of Basic Course, Wuhan Commercial Service College, Wuhan 430056, China; 2. College of Sciences, Wuhan University of Science and Technology, Wuhan 430065, China)
  • Received:2011-07-04 Online:2011-12-05 Published:2011-12-05

摘要: 基于径向基函数的分块二维经验模态分解算法在拼接处的不连续失真较严重。为此,提出一种改进的分块二维经验模态分解算 法。通过计算相邻图像块的最小对称相似性,确定相邻图像块间的重叠尺寸,利用自适应无缝拼接算法,对图像分解结果进行融合。实验结果表明,该算法能较好地改善拼接失真现象。

关键词: 分块二维经验模态分解, 对称相似性方差, 自适应拼接, 径向基函数

Abstract: The blocking artifact is noticeable in the block partitioning Bidimensional Empirical Mode Decomposition(BEMD) based radial basis function interpolation. For alleviating the blocking artifact problem, it proposes a modified blocking BEMD method. This paper calculates the enlargement size of each image block by the minimal symmetry resemblance variance of adjacent blocks, and the decomposing results of each block are fused by an adaptive seamless splicing method. Experimental results show that, this algorithm can improve the phenomenon of montage distortion.

Key words: blocked Bidimensional Empirical Mode Decomposition(BEMD), symmetry resemblance variance, self-adaptive splicing, radial basis function

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