“…However, some aspects of this pattern recognition problem are still the object of intensive research activities because of their specificity: multi-oriented and multi-scaled characters [20,23,42,43], connected characters [20,42,44], connected symbols [6], and geometric features identification [45]. This kind of problem is crucial, since characters and symbols carry very important information about the contents of a document: poor detection/recognition of such patterns leads to some very important problems in the interpretation process.…”