4.7 Article

Hierarchical Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing with Spectral Variability

Related references

Note: Only part of the references are listed.
Article Geochemistry & Geophysics

Partially Asynchronous Distributed Unmixing of Hyperspectral Images

Pierre-Antoine Thouvenin et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing

Danfeng Hong et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Geochemistry & Geophysics

Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity

Tatsumi Uezato et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Computer Science, Artificial Intelligence

Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms

Lucas Drumetz et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Geochemistry & Geophysics

Unmixing K-Gaussians With Application to Hyperspectral Imaging

Yonatan Woodbridge et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

Hyperspectral Image Unmixing With LiDAR Data-Aided Spatial Regularization

Tatsumi Uezato et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

Collaborative Sparse Hyperspectral Unmixing Using l(0) Norm

Zhenwei Shi et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Computer Science, Artificial Intelligence

A Gaussian Mixture Model Representation of Endmember Variability in Hyperspectral Unmixing

Yuan Zhou et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Computer Science, Artificial Intelligence

A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary

Nicolas Gillis et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Geography, Physical

Archetypal Analysis for Sparse Representation-Based Hyperspectral Sub-pixel Quantification

Lukas Drees et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2018)

Article Engineering, Electrical & Electronic

SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis

Danfeng Hong et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2018)

Article Engineering, Electrical & Electronic

Hyperspectral Image Unmixing Based on Fast Kernel Archetypal Analysis

Chunhui Zhao et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

RCMF: Robust Constrained Matrix Factorization for Hyperspectral Unmixing

Naveed Akhtar et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Sparse Distributed Multitemporal Hyperspectral Unmixing

Jakob Sigurdsson et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geography, Physical

Pure endmember extraction using robust kernel archetypoid analysis for hyperspectral imagery

Weiwei Sun et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Engineering, Electrical & Electronic

Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects

Abderrahim Halimi et al.

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2017)

Article Geochemistry & Geophysics

A Novel Spectral Unmixing Method Incorporating Spectral Variability Within Endmember Classes

Tatsumi Uezato et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

A Novel Endmember Bundle Extraction and Clustering Approach for Capturing Spectral Variability Within Endmember Classes

Tatsumi Uezato et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Simultaneously Sparse and Low-Rank Abundance Matrix Estimation for Hyperspectral Image Unmixing

Paris V. Giampouras et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Computer Science, Artificial Intelligence

Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability

Lucas Drumetz et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

Incorporating Spatial Information and Endmember Variability Into Unmixing Analyses to Improve Abundance Estimates

Tatsumi Uezato et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

A Spatial Compositional Model for Linear Unmixing and Endmember Uncertainty Estimation

Yuan Zhou et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

Online Unmixing of Multitemporal Hyperspectral Images Accounting for Spectral Variability

Pierre-Antoine Thouvenin et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Computer Science, Artificial Intelligence

Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images

Simon Henrot et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2016)

Article Engineering, Electrical & Electronic

Hyperspectral Unmixing With Spectral Variability Using a Perturbed Linear Mixing Model

Pierre-Antoine Thouvenin et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2016)

Article Engineering, Electrical & Electronic

An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information

Mingming Xu et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)

Article Engineering, Electrical & Electronic

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

Xiao Fu et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2015)

Article Geochemistry & Geophysics

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

Nicolas Gillis et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Computer Science, Artificial Intelligence

Unsupervised Unmixing of Hyperspectral Images Accounting for Endmember Variability

Abderrahim Halimi et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Article Computer Science, Artificial Intelligence

Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization

Cedric Fevotte et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Article Engineering, Electrical & Electronic

Spatial and Spectral Unmixing Using the Beta Compositional Model

Xiaoxiao Du et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Engineering, Electrical & Electronic

Endmember Variability in Hyperspectral Analysis

Alina Zare et al.

IEEE SIGNAL PROCESSING MAGAZINE (2014)

Article Engineering, Electrical & Electronic

Nonlinear Unmixing of Hyperspectral Images

Nicolas Dobigeon et al.

IEEE SIGNAL PROCESSING MAGAZINE (2014)

Article Computer Science, Artificial Intelligence

Blind and Fully Constrained Unmixing of Hyperspectral Images

Rita Ammanouil et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2014)

Article Computer Science, Software Engineering

Proximal alternating linearized minimization for nonconvex and nonsmooth problems

Jerome Bolte et al.

MATHEMATICAL PROGRAMMING (2014)

Article Computer Science, Artificial Intelligence

Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation

Nicolas Gillis

SIAM JOURNAL ON IMAGING SCIENCES (2014)

Article Engineering, Electrical & Electronic

Detecting the Adjacency Effect in Hyperspectral Imagery With Spectral Unmixing Techniques

Dzevdet Burazerovic et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)

Article Engineering, Electrical & Electronic

Unmixing Analysis of a Time Series of Hyperion Images Over the Guanica Dry Forest in Puerto Rico

Miguel A. Goenaga et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)

Article Engineering, Electrical & Electronic

Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing

Ben Somers et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)

Article Engineering, Electrical & Electronic

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

Jose M. Bioucas-Dias et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)

Article Geochemistry & Geophysics

Evaluating Classification Techniques for Mapping Vertical Geology Using Field-Based Hyperspectral Sensors

Richard J. Murphy et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)

Article Geochemistry & Geophysics

A Simplex Volume Maximization Framework for Hyperspectral Endmember Extraction

Tsung-Han Chan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)

Article Engineering, Electrical & Electronic

Minimum Mean Square Distance Estimation of a Subspace

Olivier Besson et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2011)

Review Environmental Sciences

Endmember variability in Spectral Mixture Analysis: A review

Ben Somers et al.

REMOTE SENSING OF ENVIRONMENT (2011)

Article Computer Science, Artificial Intelligence

Bayesian Estimation of Linear Mixtures Using the Normal Compositional Model. Application to Hyperspectral Imagery

Olivier Eches et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2010)

Article Mathematics, Applied

Sparse regression using mixed norms

Matthieu Kowalski

APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2009)

Article Environmental Sciences

Hierarchical Multiple Endmember Spectral Mixture Analysis (MESMA) of hyperspectral imagery for urban environments

Jonas Franke et al.

REMOTE SENSING OF ENVIRONMENT (2009)

Article Environmental Sciences

Recent advances in techniques for hyperspectral image processing

Antonio Plaza et al.

REMOTE SENSING OF ENVIRONMENT (2009)

Article Geochemistry & Geophysics

Vertex component analysis: A fast algorithm to unmix hyperspectral data

JMP Nascimento et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Engineering, Electrical & Electronic

Spectral unmixing

N Keshava et al.

IEEE SIGNAL PROCESSING MAGAZINE (2002)

Article Geochemistry & Geophysics

Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis

CA Bateson et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2000)