Deep Label Distribution Learning With Label Ambiguity

Convolutional neural networks (ConvNets) have achieved excellent recognition performance in various visual recognition tasks. A large labeled training set is one of the most important factors for its success. However, it is difficult to collect sufficient training images with precise labels in some...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 26(2017), 6 vom: 15. Juni, Seite 2825-2838
1. Verfasser: Gao, Bin-Bin (VerfasserIn)
Weitere Verfasser: Xing, Chao, Xie, Chen-Wei, Wu, Jianxin, Geng, Xin
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article