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The Web provides a large repository of multimedia data, text, images, etc. Most current search engines focus on textual retrieval. In this paper, we focus on using an integrated textual and visual search engine for Web documents. We support query re nement which proves useful and enables cross media browsing in addition to regular search.doi:10.1117/12.373445 fatcat:vz7geo5invaofj5fc4ou2bdzzy