Generative Model With Coordinate Metric Learning for Object Recognition Based on 3D Models

One of the bottlenecks in acquiring a perfect database for deep learning is the tedious process of collecting and labeling data. In this paper, we propose a generative model trained with synthetic images rendered from 3D models which can reduce the burden on collecting real training data and make th...

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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: 23. Dez., Seite 5813-5826
1. Verfasser: Wang, Yida (VerfasserIn)
Weitere Verfasser: Deng, Weihong
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