A Probabilistic Weighted Archetypal Analysis Method with Earth Mover’s Distance for Endmember Extraction from Hyperspectral Imagery

A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization

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

Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis

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

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

A survey of landmine detection using hyperspectral imaging

(2017) Ihab Makki et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Poisson nonnegative matrix factorization method with parameter subspace clustering constraint for endmember extraction in hyperspectral imagery

(2017) Weiwei Sun et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction

(2017) Mingming Xu et al.   Remote Sensing

Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing

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

Estimation of the spectral diffuse attenuation coefficient of downwelling irradiance in inland and coastal waters from hyperspectral remote sensing data: Validation with experimental data

(2016) Arthi Simon et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating forest species abundance through linear unmixing of CHRIS/PROBA imagery

(2016) Stavros Stagakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extracting pure endmembers using symmetric sparse representation for hyperspectral imagery

(2016) Weiwei Sun et al.   Journal of Applied Remote Sensing

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach

(2016) Bo Du et al.   NEUROCOMPUTING

Seasonal stability of chlorophyll fluorescence quantified from airborne hyperspectral imagery as an indicator of net photosynthesis in the context of precision agriculture

(2016) P.J. Zarco-Tejada et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF

(2016) Rong Liu et al.   Remote Sensing

Hyperspectral Unmixing with Robust Collaborative Sparse Regression

(2016) Chang Li et al.   Remote Sensing

Synergistic Use of LiDAR and APEX Hyperspectral Data for High-Resolution Urban Land Cover Mapping

(2016) Frederik Priem et al.   Remote Sensing

Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF

(2015) Roozbeh Rajabi et al.   IEEE Geoscience and Remote Sensing Letters

Normal Endmember Spectral Unmixing Method for Hyperspectral Imagery

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

Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing

(2015) Qing Qu et al.   IEEE Journal of Selected Topics in Signal Processing

Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related

(2015) Xiao Fu et al.   IEEE Journal of Selected Topics in Signal Processing

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing

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

Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing

(2015) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization

(2015) Nicolas Gillis et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization

(2015) Cedric Fevotte et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Probabilistic archetypal analysis

(2015) Sohan Seth et al.   MACHINE LEARNING

Restoration of Simulated EnMAP Data through Sparse Spectral Unmixing

(2015) Daniele Cerra et al.   Remote Sensing

Spectral-Spatial Classification of Hyperspectral Image Based on Kernel Extreme Learning Machine

(2014) Chen Chen et al.   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

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

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

Robust Affine Set Fitting and Fast Simplex Volume Max-Min for Hyperspectral Endmember Extraction

(2013) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Dictionary Learning Approach for Poisson Image Deblurring

(2013) Liyan Ma et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Fast and Robust Recursive Algorithmsfor Separable Nonnegative Matrix Factorization

(2013) Nicolas Gillis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Hyperspectral Remote Sensing Data Analysis and Future Challenges

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

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

Sparse nonnegative matrix underapproximation and its application to hyperspectral image analysis

(2012) Nicolas Gillis et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Archetypal analysis for machine learning and data mining

(2011) Morten Mørup et al.   NEUROCOMPUTING

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

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