相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。A dual symmetric Gauss-Seidel alternating direction method of multipliers for hyperspectral sparse unmixing
Longfei Ren et al.
NUMERICAL ALGORITHMS (2021)
A Novel Dual-Alternating Direction Method of Multipliers for Spectral Unmixing
Longfei Ren et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2021)
Hyperspectral Unmixing Via Nonconvex Sparse and Low-Rank Constraint
Hongwei Han et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)
Global Convergence of ADMM in Nonconvex Nonsmooth Optimization
Yu Wang et al.
JOURNAL OF SCIENTIFIC COMPUTING (2019)
Joint-Sparse-Blocks and Low-Rank Representation for Hyperspectral Unmixing
Jie Huang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)
Hyperspectral Unmixing With Spectral Variability Using Adaptive Bundles and Double Sparsity
Tatsumi Uezato et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2019)
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms
Lucas Drumetz et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)
Joint-Sparse-Blocks Regression for Total Variation Regularized Hyperspectral Unmixing
Jie Huang et al.
IEEE ACCESS (2019)
Spectral-Spatial Weighted Sparse Regression for Hyperspectral Image Unmixing
Shaoquan Zhang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)
Reduction of Spectral Unmixing Uncertainty Using Minimum-Class-Variance Support Vector Machines
Xiaofeng Li et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)
Hyperspectral Unmixing Based on Local Collaborative Sparse Regression
Shaoquan Zhang et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)
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)
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing
Jun Li et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)
Reweighted Sparse Regression for Hyperspectral Unmixing
Cheng Yong Zheng et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)
Compressed sensing recovery via nonconvex shrinkage penalties
Joseph Woodworth et al.
INVERSE PROBLEMS (2016)
DOUBLE REWEIGHTED SPARSE REGRESSION FOR HYPERSPECTRAL UNMIXING
Rui Wang et al.
2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) (2016)
Projection-Based NMF for Hyperspectral Unmixing
Yuan Yuan et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2015)
A Review of Nonlinear Hyperspectral Unmixing Methods
Rob Heylen et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Nonlinear Unmixing of Hyperspectral Images
Nicolas Dobigeon et al.
IEEE SIGNAL PROCESSING MAGAZINE (2014)
Hyperspectral Unmixing With lq Regularization
Jakob Sigurdsson et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)
Collaborative Sparse Regression for Hyperspectral Unmixing
Marian-Daniel Iordache et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)
An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing
Nan Wang et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2013)
Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators
Matthieu Kowalski et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2013)
An Efficient Algorithm for a 0 Minimization in Wavelet Frame Based Image Restoration
Bin Dong et al.
JOURNAL OF SCIENTIFIC COMPUTING (2013)
HANKEL MATRIX RANK MINIMIZATION WITH APPLICATIONS TO SYSTEM IDENTIFICATION AND REALIZATION
Maryam Fazel et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2013)
Hyperspectral Remote Sensing Data Analysis and Future Challenges
Jose M. Bioucas-Dias et al.
IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2013)
A NONCONVEX ADMM ALGORITHM FOR GROUP SPARSITY WITH SPARSE GROUPS
Rick Chartrand et al.
2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) (2013)
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)
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing
Marian-Daniel Iordache et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)
Nonconvex Splitting for Regularized Low-Rank plus Sparse Decomposition
Rick Chartrand
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)
Hyperspectral Unmixing via L1/2 Sparsity-Constrained Nonnegative Matrix Factorization
Yuntao Qian et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)
Pixel Unmixing in Hyperspectral Data by Means of Neural Networks
Giorgio A. Licciardi et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)
Sparse Unmixing of Hyperspectral Data
Marian-Daniel Iordache et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2011)
An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems
Manya V. Afonso et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2011)
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework
Pablo Sprechmann et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2011)
Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery
Nicolas Dobigeon et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)
A Convex Analysis-Based Minimum-Volume Enclosing Simplex Algorithm for Hyperspectral Unmixing
Tsung-Han Chan et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)
Sparse Reconstruction by Separable Approximation
Stephen J. Wright et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2009)
Recent advances in techniques for hyperspectral image processing
Antonio Plaza et al.
REMOTE SENSING OF ENVIRONMENT (2009)
Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing
Wotao Yin et al.
SIAM Journal on Imaging Sciences (2008)
Exact reconstruction of sparse signals via nonconvex minimization
Rick Chartrand
IEEE SIGNAL PROCESSING LETTERS (2007)
Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
Lidan Miao et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2007)
A new growing method for simplex-based endmember extraction algorithm
Chein-I Chang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)
Vertex component analysis: A fast algorithm to unmix hyperspectral data
JMP Nascimento et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)
ICE: A statistical approach to identifying endmembers in hyperspectral images
M Berman et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)
Spectral unmixing
N Keshava et al.
IEEE SIGNAL PROCESSING MAGAZINE (2002)
分享论文
