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Current state of the art in image retrieval and indexing doesn't meet all the needs of users of electronic picture collections. Content based retrieval provides little support for semantic metadata, in particular descriptions of what the image contains or represents. We present the approach being taken by the STARCH project, which is using a Description Logic DL for semantic metadata. The structured representation of the DL can assist in providing more powerful environments for retrieval,doi:10.1007/978-0-387-35561-0_17 fatcat:splwghpvjffutfsmdye3o5eicy