Early fusion and query modification in their dual late fusion forms.
Kaliciak, Leszek; Myrhaug, Hans; Goker, Ayse; Song, Dawei
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|
|Publisher||International Society of Information Fusion|
|Peer Reviewed||Peer Reviewed|
|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|
KALICIAK 2015 Early fusion and query modification