Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition

Recognizing multiple labels of an image is a practical yet challenging task, and remarkable progress has been achieved by searching for semantic regions and exploiting label dependencies. However, current works utilize RNN/LSTM to implicitly capture sequential region/label dependencies, which cannot...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 3 vom: 01. März, Seite 1371-1384
Auteur principal: Chen, Tianshui (Auteur)
Autres auteurs: Lin, Liang, Chen, Riquan, Hui, Xiaolu, Wu, Hefeng
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't