Quadruplet Network With One-Shot Learning for Fast Visual Object Tracking

In the same vein of discriminative one-shot learning, Siamese networks allow recognizing an object from a single exemplar with the same class label. However, they do not take advantage of the underlying structure of the data and the relationship among the multitude of samples as they only rely on th...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 7 vom: 11. Juli, Seite 3516-3527
1. Verfasser: Dong, Xingping (VerfasserIn)
Weitere Verfasser: Shen, Jianbing, Wu, Dongming, Guo, Kan, Jin, Xiaogang, Porikli, Fatih
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article