Image retrieval based on improved hierarchical clustering algorithm

  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},
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
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