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作者:

Yu Li-jie (Yu Li-jie.) | Li De-sheng (Li De-sheng.) (学者:李德胜) | Wang Yue-Zong (Wang Yue-Zong.)

收录:

CPCI-S EI Scopus CPCI-SSH

摘要:

In this paper we propose a color image segmentation algorithm based on visible color difference and block-based region growing techniques. Firstly, the original image is divide into image blocks which are not overlapped; then, the mean and variance of each image black was calculated in CIEL*a*b* color space, and the image blocks were divided into homogeneous color blocks and texture blocks by the variance of it. The Initial seed regions are automatically selected depending on calculating the homogeneous color blocks' color difference in CIEL*a*b* color space and spatial and adjacent information. The quadtree decomposition algorithm was applied to split and merge the texture blocks. Finally, the region growing and merging algorithm was to use and achieve the segmentation result. The experimental segmentation results hold favorable consistency in terms of human perception, and confirm effectiveness of the algorithm.

关键词:

color image segmentation component visible color difference region growing sub-block

作者机构:

  • [ 1 ] [Yu Li-jie]Beijing Univ Technol, Mech & Elect Technol Res Ctr, Beijing, Peoples R China
  • [ 2 ] [Li De-sheng]Beijing Univ Technol, Mech & Elect Technol Res Ctr, Beijing, Peoples R China
  • [ 3 ] [Wang Yue-Zong]Beijing Univ Technol, Mech & Elect Technol Res Ctr, Beijing, Peoples R China
  • [ 4 ] [Yu Li-jie]Beijing Union Univ, Coll Automat, Beijing, Peoples R China

通讯作者信息:

  • [Yu Li-jie]Beijing Univ Technol, Mech & Elect Technol Res Ctr, Beijing, Peoples R China

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来源 :

PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL III

年份: 2009

页码: 311-,

语种: 英文

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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