Effective feature extraction through segmentation-based folded-PCA for hyperspectral image classification

3-D Shearlet Transform Based Feature Extraction for Improved Joint Sparse Representation HSI Classification

(2018) Mariem Zaouali et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

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

Spatial-Aware Collaborative Representation for Hyperspectral Remote Sensing Image Classification

(2017) Junjun Jiang et al.   IEEE Geoscience and Remote Sensing Letters

Supervised Feature Extraction of Hyperspectral Images Using Partitioned Maximum Margin Criterion

(2017) Aloke Datta et al.   IEEE Geoscience and Remote Sensing Letters

A Spectrally Weighted Structure Tensor for Hyperspectral Imagery

(2016) Maider J. Marin-McGee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Spatial Regularized Local Manifold Learning for Classification of Hyperspectral Images

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

Semi-realistic Simulations of Natural Hyperspectral Scenes

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

One-Class Oriented Feature Selection and Classification of Heterogeneous Remote Sensing Images

(2016) Md. Ali Hossain et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Orthogonal Nonnegative Matrix Factorization Combining Multiple Features for Spectral–Spatial Dimensionality Reduction of Hyperspectral Imagery

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

When Pixels Team up: Spatially Weighted Sparse Coding for Hyperspectral Image Classification

(2015) Ali Soltani-Farani et al.   IEEE Geoscience and Remote Sensing Letters

Feature Selection Based on Hybridization of Genetic Algorithm and Particle Swarm Optimization

(2015) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Letters

A Novel Evolutionary Swarm Fuzzy Clustering Approach for Hyperspectral Imagery

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

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

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

Dimension Reduction Using Spatial and Spectral Regularized Local Discriminant Embedding for Hyperspectral Image Classification

(2015) Yicong Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images

(2015) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A New Hybrid Strategy Combining Semisupervised Classification and Unmixing of Hyperspectral Data

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

A Novel Spatial–Spectral Similarity Measure for Dimensionality Reduction and Classification of Hyperspectral Imagery

(2014) Hanye Pu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation

(2014) Leyuan Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

(2014) Miao Li et al.   European Journal of Remote Sensing

Data-Driven Compressive Sampling and Learning Sparse Coding for Hyperspectral Image Classification

(2013) Shuyuan Yang et al.   IEEE Geoscience and Remote Sensing Letters

Subspace Detection Using a Mutual Information Measure for Hyperspectral Image Classification

(2013) Md. Ali Hossain et al.   IEEE Geoscience and Remote Sensing Letters

Feature Extraction of Hyperspectral Images With Image Fusion and Recursive Filtering

(2013) Xudong Kang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Reconstruction of Hyperspectral Imagery From Random Projections Using Multihypothesis Prediction

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

Feature Mining for Hyperspectral Image Classification

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

Particle Swarm Optimization-Based Hyperspectral Dimensionality Reduction for Urban Land Cover Classification

(2012) He Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Quantitative and Comparative Assessment of Unmixing-Based Feature Extraction Techniques for Hyperspectral Image Classification

(2012) Inmaculada Dopido et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Neighborhood Preserving Orthogonal PNMF Feature Extraction for Hyperspectral Image Classification

(2012) Jinhuan Wen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Advances in Spectral-Spatial Classification of Hyperspectral Images

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

LIBSVM

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

Group and Region Based Parallel Compression Method Using Signal Subspace Projection and Band Clustering for Hyperspectral Imagery

(2011) Lena Chang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Fast Algorithms to Implement N-FINDR for Hyperspectral Endmember Extraction

(2011) Wei Xiong et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

On the Convergence of N-FINDR and Related Algorithms: To Iterate or Not to Iterate?

(2010) Shaun Dowl et al.   IEEE Geoscience and Remote Sensing Letters

Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data

(2010) Björn Waske et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Dynamic Subspace Method for Hyperspectral Image Classification

(2010) Jinn-Min Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques

(2009) Y. Tarabalka et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

TurboPixels: Fast Superpixels Using Geometric Flows

(2009) A. Levinshtein et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE