We introduce IMGpedia: a research proposal aiming to bridge structured
knowledge-bases and multimedia content. Our concrete plan is to enrich DBpedia
data with further metadata about images from Wikipedia, including content-based
visual descriptors. Our concrete goal is to create a unified querying and
inference system that allows for interrogating the DBpedia knowledge-base and
the visual content of Wikipedia's images together. Our broader ambition is to
explore methods by which multimedia data can be made a first-class citizen of
the Semantic Web.