Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations

Robust Hyperspectral Image Classification by Multi-Layer Spatial-Spectral Sparse Representations

Sparse representation (SR)-driven classifiers have been widely adopted for hyperspectral image (HSI) classification, and many algorithms have been presented recently. However, most of the existing methods exploit the single layer hard assignment based on class-wise reconstruction errors on the subsp...

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Bibliographic Details
Main Authors: Xiaoyong Bian, Chen Chen, Yan Xu, Qian Du
Format: Article
Language:English
Published: MDPI AG 2016-11-01
Series:Remote Sensing
Subjects:
hyperspectral image (HSI) classification
sparse representation
multi-layer
category sparsity
Online Access:http://www.mdpi.com/2072-4292/8/12/985

Internet

http://www.mdpi.com/2072-4292/8/12/985

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