Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing

An Iterative Search in End-Member Fraction Space for Spectral Unmixing

(2011) Maxim Shoshany et al.   IEEE Geoscience and Remote Sensing Letters

Learning Sparse Codes for Hyperspectral Imagery

(2011) Adam S. Charles et al.   IEEE Journal of Selected Topics in Signal Processing

Hyperspectral Unmixing via $L_{1/2}$ Sparsity-Constrained Nonnegative Matrix Factorization

(2011) Yuntao Qian et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Quantitative Analysis of Virtual Endmembers' Increased Impact on the Collinearity Effect in Spectral Unmixing

(2011) Xuehong Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm

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

Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery

(2011) Alexey Castrodad 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

Hyperspectral Unmixing Based on Mixtures of Dirichlet Components

(2011) José M. P. Nascimento et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonlinear Spectral Mixture Analysis for Hyperspectral Imagery in an Unknown Environment

(2010) Nareenart Raksuntorn et al.   IEEE Geoscience and Remote Sensing Letters

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

Implementation Strategies for Hyperspectral Unmixing Using Bayesian Source Separation

(2010) Frédéric Schmidt et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

PCE: Piecewise Convex Endmember Detection

(2010) Alina Zare et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Real-Time Simplex Growing Algorithms for Hyperspectral Endmember Extraction

(2010) Chein-I Chang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Minimum Dispersion Constrained Nonnegative Matrix Factorization to Unmix Hyperspectral Data

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

Robust Endmember Extraction in the Presence of Anomalies

(2010) Olga Duran et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An approach based on constrained nonnegative matrix factorization to unmix hyperspectral data

(2010) Xuesong Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems

(2010) M V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm

(2009) M. Zortea et al.   IEEE Geoscience and Remote Sensing Letters

Orthogonal Bases Approach for the Decomposition of Mixed Pixels in Hyperspectral Imagery

(2009) Xuetao Tao et al.   IEEE Geoscience and Remote Sensing Letters

Random Pixel Purity Index

(2009) Chein-I Chang et al.   IEEE Geoscience and Remote Sensing Letters

Spatial Preprocessing for Endmember Extraction

(2009) M. Zortea et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

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

Hyperspectral Band Selection and Endmember Detection Using Sparsity Promoting Priors

(2008) A. Zare et al.   IEEE Geoscience and Remote Sensing Letters

On the Uniqueness of Nonnegative Sparse Solutions to Underdetermined Systems of Equations

(2008) Alfred M. Bruckstein et al.   IEEE TRANSACTIONS ON INFORMATION THEORY