A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling

While deep convolutional neural networks have shown a remarkable success in image classification, the problems of inter-class similarities, intra-class variances, the effective combination of multi-modal data, and the spatial variability in images of objects remain to be major challenges. To address...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 9 vom: 15. Sept., Seite 2051-2065
1. Verfasser: Asif, Umar (VerfasserIn)
Weitere Verfasser: Bennamoun, Mohammed, Sohel, Ferdous A
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't