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We present a new system, called Retimm, for searching databases made of documents containing images and text. Images are indexed by colour and texture distributions.. Colour and texture classes are obtained by a quantization adapted to the whole database. Signatures are ranked m times, once for each dimension, but values are not stored. The search engine works as a vote system : the score for each document is the total of the votes of all coordinates, these last votes depending on a k-nn searchdoi:10.1109/icme.2006.262897 dblp:conf/icmcs/Philipp-FoliguetLCGL06 fatcat:re5xgxch7fgc3nbuspjc7nxdpy