A study of clustering algorithm for wavelet-based image retrieval system

Yuk Ying Chung, Xiaoming Chen · 2006

In this paper we propose a new Two Level Clustering Wavelet-based Image REtrieval System (TLWIRES). The TLWIRES provides a two level clustering and searching. The first level is based on colour variations and the second level is based on colour histograms. The experimental results showed that the proposed TLWIRES can have high accuracy and high speed. This system is very suitable for applications such as home multimedia server to search for images.

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