L
Lixia Yang
Researcher at Ningxia University
Publications - 2
Citations - 106
Lixia Yang is an academic researcher from Ningxia University. The author has contributed to research in topics: Hyperspectral imaging & Support vector machine. The author has an hindex of 1, co-authored 2 publications receiving 92 citations. Previous affiliations of Lixia Yang include Xidian University.
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Semi-Supervised Hyperspectral Image Classification Using Spatio-Spectral Laplacian Support Vector Machine
TL;DR: The performance of SS-LapSVM is evaluated on AVIRIS image data taken over Indiana's Indian Pine, and the results show that it can achieve accurate and rapid classification with a small number of labeled data, and outperform state-of-the-art semi-supervised approaches.
Journal ArticleDOI
Hyperspectral Image Classification via Slice Sparse Coding Tensor Based Classifier With Compressive Dimensionality Reduction
TL;DR: To improve the efficiency, the Compressive Dimensionality Reduction (CDR) is introduced into tensor slice sparse coding for optimizing SSCT and thus an SSCT based Classifier with CDR (SSCTC-CDR is proposed for hyperspectral image classification (HIC).