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This project implements feature extraction algorithms from Images and builds an image retrieval system. Simple, non-semantic features are, eg, colour histograms or texture statistics. Other features to be considered may be the extraction of salient geometric features, wavelet coefficients or Fourier coefficients. A browsing tool for quickly visualising a set of images should also be implemented as well as an appealing query mask.