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RGU at ImageCLEF2010 wikipedia retrieval task

  • Robert Gordon University

科研成果: 期刊稿件会议文章同行评审

摘要

This working notes paper describes our first participation in the ImageCLEF2010Wikipedia 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.

源语言英语
期刊CEUR Workshop Proceedings
1176
出版状态已出版 - 2010
已对外发布
活动2010 Cross Language Evaluation Forum Conference, CLEF 2010 - Padua, 意大利
期限: 22 9月 201023 9月 2010

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