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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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 7 vom: 11. Juli, Seite 3516-3527
Auteur principal: Dong, Xingping (Auteur)
Autres auteurs: Shen, Jianbing, Wu, Dongming, Guo, Kan, Jin, Xiaogang, Porikli, Fatih
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article