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 language | English |
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Journal | CEUR Workshop Proceedings |
Volume | 1176 |
Publication status | Published - 2010 |
Externally published | Yes |
Event | 2010 Cross Language Evaluation Forum Conference, CLEF 2010 - Padua, Italy Duration: 22 Sept 2010 → 23 Sept 2010 |