Classification of Hyperspectral Images Based on Supervised Sparse Embedded Preserving Projection

Classification of Hyperspectral Images Based on Supervised Sparse Embedded Preserving Projection

Dimensionality reduction is an important research area for hyperspectral remote sensing images due to the redundancy of spectral information. Sparsity preserving projection (SPP) is a dimensionality reduction (DR) algorithm based on the <i>l</i><sub>1</sub>-graph, which estab...

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Bibliographic Details
Main Authors: Fen Cai, Miao-Xia Guo, Li-Fang Hong, Ying-Yi Huang
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
hyperspectral
dimensionality reduction
sparse representation
supervised sparse embedded preserving projection (SSEPP)
Online Access:https://www.mdpi.com/2076-3417/9/17/3583

Internet

https://www.mdpi.com/2076-3417/9/17/3583

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