Fast and Accurate Hyperspectral Image Classification with Window Shape Adaptive Singular Spectrum Analysis
Xiaotian Bai,
Biao Qi,
Longxu Jin
et al.
Abstract:Hyperspectral classification is a task of significant importance in the field of remote sensing image processing, with attaining high precision and rapid classification increasingly becoming a research focus. The classification accuracy depends on the degree of raw HSI feature extraction, and the use of endless classification methods has led to an increase in computational complexity. To achieve high accuracy and fast classification, this study analyzes the inherent features of HSI and proposes a novel spectra… Show more
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