There have been a large number of different contentbased
image retrieval (CBIR) systems proposed in the
last few years, either building on prior work or exploring
novel directions. One similarity among these systems is
that most perform feature extraction as the first step in
the process, obtaining global image features such as color,
shape, and texture {Datta et al., 2005).