ZHANG Lefei, HUANG Xin, ZHANG Liangpei. Classification of High Spatial Resolution Imagery Using Support Tensor Machine[J]. Geomatics and Information Science of Wuhan University, 2012, 37(3): 314-317.
Citation: ZHANG Lefei, HUANG Xin, ZHANG Liangpei. Classification of High Spatial Resolution Imagery Using Support Tensor Machine[J]. Geomatics and Information Science of Wuhan University, 2012, 37(3): 314-317.
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Classification of High Spatial Resolution Imagery Using Support Tensor Machine

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  • We propose a support tensor machine for remote sensing image classification.The training samples are represented as 3-order tensors with local neighbor information.Then the mathematical model and solution of support tensor machine are discussed in detail.A range of experiments demonstrate that the effectiveness of the proposed method can deliver a high classification rate with a small number of training samples.
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