Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification

Dimensionality Reduction of Hyperspectral Imagery Using Sparse Graph Learning

(2017) Puhua Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Exploring Structural Consistency in Graph Regularized Joint Spectral-Spatial Sparse Coding for Hyperspectral Image Classification

(2017) Changhong Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery

(2016) Ailong Ma et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dual-Clustering-Based Hyperspectral Band Selection by Contextual Analysis

(2016) Yuan Yuan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Salient Band Selection for Hyperspectral Image Classification via Manifold Ranking

(2016) Qi Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization

(2016) Yuan Yuan et al.   IEEE Transactions on Cybernetics

Fast Implementation of Singular Spectrum Analysis for Effective Feature Extraction in Hyperspectral Imaging

(2015) Jaime Zabalza et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Simultaneous Sparse Graph Embedding for Hyperspectral Image Classification

(2015) Zhaohui Xue et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework

(2015) Zexuan Zhu et al.   INFORMATION SCIENCES

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

(2015) Xiujun Zhang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A Study on the Effectiveness of Different Independent Component Analysis Algorithms for Hyperspectral Image Classification

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

Locality Preserving Composite Kernel Feature Extraction for Multi-Source Geospatial Image Analysis

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

Spectral–Spatial Preprocessing Using Multihypothesis Prediction for Noise-Robust Hyperspectral Image Classification

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

Collaborative Graph-Based Discriminant Analysis for Hyperspectral Imagery

(2014) Nam Hoai Ly et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic Framework for Spectral–Spatial Classification Based on Supervised Feature Extraction and Morphological Attribute Profiles

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

Real-time implementation of optimized maximum noise fraction transform for feature extraction of hyperspectral images

(2014) Yuanfeng Wu et al.   Journal of Applied Remote Sensing

Spatial-spectral-combined sparse representation-based classification for hyperspectral imagery

(2014) Sen Jia et al.   SOFT COMPUTING

A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery

(2013) Lianru Gao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Optimized Laplacian SVM With Distance Metric Learning for Hyperspectral Image Classification

(2013) Yanfeng Gu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification

(2013) Bor-Chen Kuo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Decision Fusion in Kernel-Induced Spaces for Hyperspectral Image Classification

(2013) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sparse Graph-Based Discriminant Analysis for Hyperspectral Imagery

(2013) Nam Hoai Ly et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Mining for Hyperspectral Image Classification

(2013) Xiuping Jia et al.   PROCEEDINGS OF THE IEEE

Optimized maximum noise fraction for dimensionality reduction of Chinese HJ-1A hyperspectral data

(2013) Lianru Gao et al.   EURASIP Journal on Advances in Signal Processing

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

(2012) José M. Bioucas-Dias et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Locality-Preserving Discriminant Analysis in Kernel-Induced Feature Spaces for Hyperspectral Image Classification

(2011) Wei Li et al.   IEEE Geoscience and Remote Sensing Letters

Signal-Dependent Noise Modeling and Model Parameter Estimation in Hyperspectral Images

(2011) N. Acito et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Locality-Preserving Dimensionality Reduction and Classification for Hyperspectral Image Analysis

(2011) Wei Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

(2011) Lefei Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Kernel Maximum Autocorrelation Factor and Minimum Noise Fraction Transformations

(2010) A A Nielsen   IEEE TRANSACTIONS ON IMAGE PROCESSING

Band selection for hyperspectral imagery using affinity propagation

(2009) Y. Qian et al.   IET Computer Vision

WAVELET-FACE BASED SUBSPACE LDA METHOD TO SOLVE SMALL SAMPLE SIZE PROBLEM IN FACE RECOGNITION

(2009) WEN-SHENG CHEN et al.   International Journal of Wavelets Multiresolution and Information Processing

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT

Three decades of hyperspectral remote sensing of the Earth: A personal view

(2009) Alexander F.H. Goetz   REMOTE SENSING OF ENVIRONMENT

A maximum noise fraction transform with improved noise estimation for hyperspectral images

(2009) Xiang Liu et al.  

A New Operational Method for Estimating Noise in Hyperspectral Images

(2008) Lian-Ru Gao et al.   IEEE Geoscience and Remote Sensing Letters