Image retrieval based on improved hierarchical clustering algorithm

@article{Zhao2010ImageRB,
  title={Image retrieval based on improved hierarchical clustering algorithm},
  author={Cai-Yun Zhao and Bian-Xia Shi and Ming-xin Zhang and Zhao-Wei Shang},
  journal={2010 International Conference on Wavelet Analysis and Pattern Recognition},
  year={2010},
  pages={154-157}
}
The traditional CBIR is sequential retrieval. However, for large and high-dimension image databases, it is obvious that this retrieval method has been unable to meet efficiency. It is more important that the image database should be preprocessed and establish indexing to improve retrieval efficiency. Focus on the hierarchical clustering algorithm's high computational complexity, this paper introduces ART2 clustering algorithm for image database preprocessing, which reduces the computational… CONTINUE READING
1 Citations
12 References
Similar Papers

Citations

Publications citing this paper.

References

Publications referenced by this paper.
Showing 1-10 of 12 references

Ken-l, “Parallel data preprocessing based on hierarchical clustering”, Microelectronics & Computer, Vol.24,No.10, pp:187-18,2007

  • LI Zhao-peng, LI
  • Proceedings of the 2010 International Conference…
  • 2010
1 Excerpt

Image classification and retrieval based on correlation ”

  • JIA Shu-hua, LI Xing-ye
  • Microcomputer Information
  • 2009

Parallel data preprocessing based on hierarchical clustering ”

  • LI Ken-l
  • Computer Technology and Development
  • 2009

Research of an improved algorithm based on ART2 neural network

  • LU Xiu-jiang, WANG Peng-xiang
  • Computer Technology and Development,
  • 2009
1 Excerpt

Xing-ye, “Image classification and retrieval based on correlation

  • LI JIA Shu-hua
  • Microcomputer Information,
  • 2009
1 Excerpt

Data clustering based on improved algorithm of ART2

  • QIAN Xiao-ling, WANG Jin-liang
  • Journal of Lanzhou Jiaotong University, Vol.27…
  • 2008
1 Excerpt

Study of fault cluster based on ART2 progressed algorithm

  • DUAN Xia-xia, LIU Yan-Ming
  • Computer Engineering and Applications, Vol.44,
  • 2008
1 Excerpt

AMCMC Approach to hierarchical mixture modeling

  • C. Williams
  • Advances in NIPS,
  • 2000
1 Excerpt

Similar Papers

Loading similar papers…