Structured covariance principal component analysis for real-time onsite feature extraction and dimensionality reduction in hyperspectral imaging

Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

(2014) Jaime Zabalza et al.   IEEE Geoscience and Remote Sensing Letters

Effective Feature Extraction and Data Reduction in Remote Sensing Using Hyperspectral Imaging [Applications Corner]

(2014) Jianchang Ren et al.   IEEE SIGNAL PROCESSING MAGAZINE

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing

(2014) Jaime Zabalza et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Improved sparse representation using adaptive spatial support for effective target detection in hyperspectral imagery

(2013) Chunhui Zhao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Real-time PCA calculation for spectral imaging (using SIMD and GP-GPU)

(2011) Radovan Jošth et al.   Journal of Real-Time Image Processing

Dimension Reduction of Optical Remote Sensing Images via Minimum Change Rate Deviation Method

(2009) R. Dianat et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING