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

科研成果: 期刊稿件 › 文章 › 同行评审

摘要

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.

源语言	英语
页（从-至）	183-198
页数	16
期刊	Journal of Advances in Information Fusion
卷	10
期	2
出版状态	已出版 - 12月 2015
已对外发布	是

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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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Early fusion and query modification in their dual late fusion forms

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