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There are basic differences between multimedia databases and traditional databases, which raise new issues such as fuzzy queries. In the recent years, fuzzy queries in multimedia database have been paid attention to greatly and developed the applications of this field remarkably. An application of multimedia database is to identify the person' image for which image process techniques are used. In this paper, we suggest a new method to identify the persons' face image in distributed database based on fuzzy queries with specific weighing. The results show that the suggested method vitas much more accuracy and less search time rather than the previous algorithms which used image processing algorithms.