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Discrimination of images is necessary in many tasks, either understanding or indexing for example. Here we are concerned by indexing. More precisely we are working about initial letters extracted from early Renaissance printed documents as an application. Different observation levels can be considered according to the applications, either details can be observed or more globally what could be called the style. Here we are concerned with a global view of image. Then we are going to present a newdoi:10.1109/icpr.2006.272 dblp:conf/icpr/ParetiV06 fatcat:5qar643o4zdvbf3qpu24fur4la