Composite Object Relation Modeling for Few-Shot Scene Recognition

The goal of few-shot image recognition is to classify different categories with only one or a few training samples. Previous works of few-shot learning mainly focus on simple images, such as object or character images. Those works usually use a convolutional neural network (CNN) to learn the global...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 30., Seite 5678-5691
1. Verfasser: Song, Xinhang (VerfasserIn)
Weitere Verfasser: Liu, Chenlong, Zeng, Haitao, Zhu, Yaohui, Chen, Gongwei, Qin, Xiaorong, Jiang, Shuqiang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article