Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition

This paper deals with the task of semantic segmentation, which aims to provide a complete description of an image by inferring a pixelwise labeling. While pixelwise classification is a suitable approach to achieve this goal, state-of-the-art kernel methods are generally not applicable since training...

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Veröffentlicht in:Machine vision and applications 2013-07, Vol.24 (5), p.1043-1053
Hauptverfasser: Fröhlich, Björn, Rodner, Erik, Kemmler, Michael, Denzler, Joachim
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Sprache:eng
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