49 research outputs found

    Reasoning with multimedia information using symbolic projection

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    In many multimedia application systems, it is not the final goal to retrieve the relevant multimedia information from different multimedia information sources. Rather, post-processing of the retrieved multimedia information is needed. For example, the retrieved information is used as &ldquo;known facts&rdquo;. The systems will do some reasoning to obtain further conclusions based on these multimedia form &ldquo;known facts&rdquo;. We call this reasoning with multimedia information. Most current research work in multimedia information processing is focused on multimedia information retrieval, but post-processing the retrieved information is more or less ignored. This paper explores the way to tackle this problem by using symbolic projection. A case study of reasoning with still image information is presented. Some extensions to symbolic projection- introducing auxiliary pictorial objects in symbolic pictures that need to be processed-are discussed. We expect this paper will stimulate further research on this important but ignored topic. <br /

    Querying Distributed Multimedia Databases and Data Sources in Information Fusion Applications

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    Sensor data fusion imposes a number of novel requirements on query languages and query processing techniques. A spatial/temporal query language called SIGMAQL has been proposed to support the retrieval and fusion of multimedia information from multiple sources and databases. In this paper we investigate fusion techniques, multimedia data transformations and SIGMAQL query processing techniques for sensor data fusion. Fusion techniques including fusion by the merge operation, the detection of moving objects, and the incorporation of belief values, have been developed. An experimental prototype has been implemented and tested to demonstrate the feasibility of these techniques

    for information fusion support

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    A progressive query language and interactive reasone
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