A Robust Sparse Representation Model for Hyperspectral Image Classification

Sparse representation has been extensively investigated for hyperspectral image (HSI) classification and led to substantial improvements in the performance over the traditional methods, such as support vector machine (SVM). However, the existing sparsity-based classification methods typically assume...

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Bibliographic Details
Main Authors: Shaoguang Huang, Hongyan Zhang, Aleksandra Pižurica
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/17/9/2087