Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images

Hyperspectral Dimensionality Reduction Based on Multiscale Superpixelwise Kernel Principal Component Analysis

(2019) Lan Zhang et al.   Remote Sensing

Hyperspectral Band Selection: A Review

(2019) Weiwei Sun et al.   IEEE Geoscience and Remote Sensing Magazine

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

(2018) Junjun Jiang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Ensemble Learning Based Multiple Kernel Principal Component Analysis for Dimensionality Reduction and Classification of Hyperspectral Imagery

(2018) Hamidullah Binol   MATHEMATICAL PROBLEMS IN ENGINEERING

Locality Adaptive Discriminant Analysis for Spectral–Spatial Classification of Hyperspectral Images

(2017) Qi Wang et al.   IEEE Geoscience and Remote Sensing Letters

Subalpine and alpine vegetation classification based on hyperspectral APEX and simulated EnMAP images

(2017) Adriana Marcinkowska-Ochtyra et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity

(2017) Fubiao Feng et al.   Remote Sensing

Automatic Band Selection Using Spatial-Structure Information and Classifier-Based Clustering

(2016) Xianghai Cao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Nondestructive detection of chilling injury in cucumber fruit using hyperspectral imaging with feature selection and supervised classification

(2016) Haiyan Cen et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

A Symmetric Sparse Representation Based Band Selection Method for Hyperspectral Imagery Classification

(2016) Weiwei Sun et al.   Remote Sensing

Oil Adulteration Identification by Hyperspectral Imaging Using QHM and ICA

(2016) Zhongzhi Han et al.   PLoS One

A Novel Feature Selection Approach Based on FODPSO and SVM

(2015) Pedram Ghamisi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improved time series land cover classification by missing-observation-adaptive nonlinear dimensionality reduction

(2015) L. Yan et al.   REMOTE SENSING OF ENVIRONMENT

Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis

(2014) Haoliang Yuan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Optimized Hyperspectral Band Selection Using Particle Swarm Optimization

(2014) Hongjun Su et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A New Band Selection Method for Hyperspectral Image Based on Data Quality

(2014) Kang Sun et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

New Optimized Spectral Indices for Identifying and Monitoring Winter Wheat Diseases

(2014) Wenjiang Huang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Rare signal component extraction based on kernel methods for anomaly detection in hyperspectral imagery

(2013) Yanfeng Gu et al.   NEUROCOMPUTING

Hyperspectral Remote Sensing Data Analysis and Future Challenges

(2013) Jose M. Bioucas-Dias et al.   IEEE Geoscience and Remote Sensing Magazine

A New Sequential Algorithm for Hyperspectral Endmember Extraction

(2012) Qian Du   IEEE Geoscience and Remote Sensing Letters

Advances in Spectral-Spatial Classification of Hyperspectral Images

(2012) M. Fauvel et al.   PROCEEDINGS OF THE IEEE

Development of spectral indices for detecting and identifying plant diseases

(2012) A.-K. Mahlein et al.   REMOTE SENSING OF ENVIRONMENT

Semisupervised Band Clustering for Dimensionality Reduction of Hyperspectral Imagery

(2011) Hongjun Su et al.   IEEE Geoscience and Remote Sensing Letters

Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations

(2010) A A Nielsen   IEEE TRANSACTIONS ON IMAGE PROCESSING

Wavelet SVM in Reproducing Kernel Hilbert Space for hyperspectral remote sensing image classification

(2010) Peijun Du et al.   OPTICS COMMUNICATIONS

Modified vegetation indices for Ganoderma disease detection in oil palm from field spectroradiometer data

(2009) M. Izzuddin Anuar   Journal of Applied Remote Sensing