Fast Semi-Supervised Unmixing of Hyperspectral Image by Mutual Coherence Reduction and Recursive PCA

Robust Sparse Unmixing for Hyperspectral Imagery

(2018) Dan Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Bilateral Filter Regularized L2 Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing

(2018) Zuoyu Zhang et al.   Remote Sensing

A Hierarchical Sparsity Unmixing Method to Address Endmember Variability in Hyperspectral Image

(2018) Jinlin Zou et al.   Remote Sensing

Centralized Collaborative Sparse Unmixing for Hyperspectral Images

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

A Multiobjective Cooperative Coevolutionary Algorithm for Hyperspectral Sparse Unmixing

(2017) Maoguo Gong et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Estimation of the Number of Endmembers in a Hyperspectral Image via the Hubness Phenomenon

(2017) Rob Heylen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing

(2017) Fei Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sparse Unmixing of Hyperspectral Data with Noise Level Estimation

(2017) Chang Li et al.   Remote Sensing

Joint Local Abundance Sparse Unmixing for Hyperspectral Images

(2017) Mia Rizkinia et al.   Remote Sensing

Nonnegative Matrix Factorization With Data-Guided Constraints For Hyperspectral Unmixing

(2017) Risheng Huang et al.   Remote Sensing

Adaptive Spatial Regularization Sparse Unmixing Strategy Based on Joint MAP for Hyperspectral Remote Sensing Imagery

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

Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches

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

Framelet-Based Sparse Unmixing of Hyperspectral Images

(2016) Guixu Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Hyperspectral Unmixing with Robust Collaborative Sparse Regression

(2016) Chang Li et al.   Remote Sensing

Hyperspectral Subspace Identification Using SURE

(2015) Behnood Rasti et al.   IEEE Geoscience and Remote Sensing Letters

Equivalent-Sparse Unmixing Through Spatial and Spectral Constrained Endmember Selection From an Image-Derived Spectral Library

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

Low-Rank Subspace Representation for Estimating the Number of Signal Subspaces in Hyperspectral Imagery

(2015) Alex Sumarsono et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing

(2015) Nan Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Futuristic Greedy Approach to Sparse Unmixing of Hyperspectral Data

(2015) Naveed Akhtar et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sparse Unmixing of Hyperspectral Data Using Spectral A Priori Information

(2015) Wei Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral Unmixing-Based Crop Residue Estimation Using Hyperspectral Remote Sensing Data: A Case Study at Purdue University

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

Regularized Simultaneous Forward–Backward Greedy Algorithm for Sparse Unmixing of Hyperspectral Data

(2014) Wei Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing

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

An Adaptive-ADMM Algorithm With Support and Signal Value Detection for Compressed Sensing

(2013) Haixiao Liu et al.   IEEE SIGNAL PROCESSING LETTERS

A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing

(2013) Wing-Kin Ma et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deblurring and Sparse Unmixing for Hyperspectral Images

(2013) Xi-Le Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Theory of High-Order Statistics-Based Virtual Dimensionality for Hyperspectral Imagery

(2013) Chein-I Chang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Subspace Matching Pursuit for Sparse Unmixing of Hyperspectral Data

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

MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression

(2013) Marian-Daniel Iordache et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

(2012) Marian-Daniel Iordache et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Signal Subspace Identification in the Presence of Rare Vectors and Signal-Dependent Noise

(2012) N. Acito et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Maximum Orthogonal Subspace Projection Approach to Estimating the Number of Spectral Signal Sources in Hyperspectral Imagery

(2011) Chein-I Chang et al.   IEEE Journal of Selected Topics in Signal Processing

Chance-Constrained Robust Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing

(2011) ArulMurugan Ambikapathi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sparse Unmixing of Hyperspectral Data

(2011) Marian-Daniel Iordache et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Novel Hierarchical Bayesian Approach for Sparse Semisupervised Hyperspectral Unmixing

(2011) Konstantinos E. Themelis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Multi- and hyperspectral geologic remote sensing: A review

(2011) Freek D. van der Meer et al.   International Journal of Applied Earth Observation and Geoinformation

Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data

(2010) Alexis Huck et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unmixing of Hyperspectral Images using Bayesian Non-negative Matrix Factorization with Volume Prior

(2010) Morten Arngren et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Subspace Pursuit for Compressive Sensing Signal Reconstruction

(2009) Wei Dai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A Convex Analysis-Based Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing

(2009) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Hyperspectral Subspace Identification

(2008) J.M. Bioucas-Dias et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing

(2008) Sen Jia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING