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2010
Springer

RGU at ImageCLEF2010 Wikipedia Retrieval Task

11 years 6 months ago
RGU at ImageCLEF2010 Wikipedia Retrieval Task
Abstract. This working notes paper describes our first participation in the ImageCLEF2010 Wikipedia Retrieval Task[1]. In this task, we mainly test our Quantum Theory inspired retrieval function on cross media retrieval. Instead of heuristically combining the ranking scores independently from different media types, we develop a tensor product based model to represent textual and visual content features of an image as a non-separable composite system. Such system incorporates the statistical/semantic dependencies between certain features. Then the ranking scores of the images are computed in a way as quantum measurement does. Meanwhile, we also test a new local feature that we have developed for content based image retrieval.
Jun Wang, Dawei Song, Leszek Kaliciak
Added 08 Nov 2010
Updated 08 Nov 2010
Type Conference
Year 2010
Where CLEF
Authors Jun Wang, Dawei Song, Leszek Kaliciak
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