Application of ECOC SVMS in Remote Sensing Image Classification

Image processing has been one of the efficient technologies for GIS data requisition. Support Vector Machines (SVMs) have peculiar advantages in handling problems with small sample sizes, nonlinearity, and high dimensionality. However, SVMs can only solve two-class problems while multi-class decisio...

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Bibliographic Details
Main Authors: Z. Yan, Y. Yang
Format: Article
Language:English
Published: Copernicus Publications 2014-11-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:http://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XL-2/191/2014/isprsarchives-XL-2-191-2014.pdf