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Early fusion and query modification in their dual late fusion forms.

Kaliciak, Leszek; Myrhaug, Hans; Goker, Ayse; Song, Dawei

Authors

Leszek Kaliciak

Hans Myrhaug

Ayse Goker

Dawei Song



Abstract

In this paper, we prove that specific widely used models in Content-based Image Retrieval for information fusion are interchangeable. In addition, we show that even advanced, non-standard fusion strategies can be represented in dual forms. These models are often classified as representing early or late fusion strategies. We also prove that the standard query modification method with specific similarity measurements can be represented in a late fusion form.

Journal Article Type Article
Publication Date Dec 31, 2015
Journal Journal of advances in information fusion
Print ISSN 1557-6418
Publisher International Society of Information Fusion
Peer Reviewed Peer Reviewed
Volume 10
Issue 2
Pages 183-198
Institution Citation KALICIAK, L., MYRHAUG, H., GOKER, A. and SONG, D. 2015. Early fusion and query modification in their dual late fusion forms. Journal of advances in information fusion [online], 10(2), pages 183-198. Available from: http://isif.org/journal/10/2/1557-6418
Keywords Content based image retrieval; Multimedia information retrieval; Information fusion; Information retrieval
Publisher URL http://isif.org/journal/10/2/1557-6418

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