Early fusion and query modification in their dual late fusion forms

Leszek Kaliciak; Hans Myrhaug; Ayse Goker; Dawei Song

Early fusion and query modification in their dual late fusion forms

Leszek Kaliciak, Hans Myrhaug, Ayse Goker, Dawei Song

Research output: Contribution to journal › Article › peer-review

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 Rocchio algorithm with specific similarity measurements can be represented in a late fusion form.

Original language	English
Pages (from-to)	183-198
Number of pages	16
Journal	Journal of Advances in Information Fusion
Volume	10
Issue number	2
Publication status	Published - Dec 2015
Externally published	Yes

Cite this

Kaliciak, L., Myrhaug, H., Goker, A., & Song, D. (2015). Early fusion and query modification in their dual late fusion forms. Journal of Advances in Information Fusion, 10(2), 183-198.

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AU - Myrhaug, Hans

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Early fusion and query modification in their dual late fusion forms

Abstract

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