Unifying Sum and Weighted Aggregations for Efficient yet Effective Image Representation Computation

Embedding and aggregating a set of local descriptors (e.g. SIFT) into a single vector is normally used to represent images in image search. Standard aggregation operations include sum and weighted aggregations. While showing high efficiency, sum aggregation lacks discriminative power. In contrast, w...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2018) vom: 08. Okt.
1. Verfasser: Pang, Shanmin (VerfasserIn)
Weitere Verfasser: Xue, Jianru, Zhu, Jihua, Zhua, Li, Tian, Qi
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article