A Deep Multi-Modal CNN for Multi-Instance Multi-Label Image Classification

Deep convolutional neural networks (CNNs) have shown superior performance on the task of single-label image classification. However, the applicability of CNNs to multi-label images still remains an open problem, mainly because of two reasons. First, each image is usually treated as an inseparable en...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 27(2018), 12 vom: 10. Dez., Seite 6025-6038
1. Verfasser: Song, Lingyun (VerfasserIn)
Weitere Verfasser: Liu, Jun, Qian, Buyue, Sun, Mingxuan, Yang, Kuan, Sun, Meng, Abbas, Samar
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article