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To address the emerging needs of applications that require access to and retrieval of multimedia objects, we are developing the Multimedia Analysis and Retrieval System MARS in our group at the University of Illinois 13 . In this paper, we concentrate on the retrieval subsystem of MARS and its support for content-based queries over image databases. Content-based retrieval techniques have been extensively studied for textual documents in the area of automatic information retrieval 24, 2 . Thisdoi:10.1145/266180.266394 dblp:conf/mm/OrtegaRCMH97 fatcat:hr4uplnaurb6bkfxz4i6itp2jm