Fast algorithm for image database indexing based on lattice

Extracting feature vectors from images has been largely investigated in the literature. In contrast, browsing the image databases has not been as much studied. We propose a new efficient method for indexing a large amount of feature vectors in high dimensional space. For that purpose, we introduce a new organization of the feature vectors based on the lattice vector quantization and indexing.