RGU at ImageCLEF2010 wikipedia retrieval task

Jun Wang, Dawei Song, Leszek Kaliciak

Research output: Contribution to journalConference articlepeer-review

Abstract

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.

Original languageEnglish
JournalCEUR Workshop Proceedings
Volume1176
Publication statusPublished - 2010
Externally publishedYes
Event2010 Cross Language Evaluation Forum Conference, CLEF 2010 - Padua, Italy
Duration: 22 Sept 201023 Sept 2010

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