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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)
Anisotropic Spectral-Spatial Total Variation Model for Multispectral Remote Sensing Image Destriping
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IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)
PARALLEL MATRIX FACTORIZATION FOR LOW-RANK TENSOR COMPLETION
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INVERSE PROBLEMS AND IMAGING (2015)
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NEUROCOMPUTING (2015)
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Luis Gomez-Chova et al.
PROCEEDINGS OF THE IEEE (2015)
Trace Norm Regularized CANDECOMP/PARAFAC Decomposition With Missing Data
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IEEE TRANSACTIONS ON CYBERNETICS (2015)
Hyperspectral Pansharpening: A Review
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IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2015)
Bayesian Nonlinear Hyperspectral Unmixing With Spatial Residual Component Analysis
Yoann Altmann et al.
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2015)
Robust Linear Spectral Unmixing Using Anomaly Detection
Yoann Altmann et al.
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2015)
Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising
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2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2015)
Spectral Unmixing-Based Crop Residue Estimation Using Hyperspectral Remote Sensing Data: A Case Study at Purdue University
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
A Review of Nonlinear Hyperspectral Unmixing Methods
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
A Dynamic Unmixing Framework for Plant Production System Monitoring
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)
Parallel Randomly Compressed Cubes
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IEEE SIGNAL PROCESSING MAGAZINE (2014)
Sparsity and Structure in Hyperspectral Imaging
Rebecca M. Willett et al.
IEEE SIGNAL PROCESSING MAGAZINE (2014)
Wavelet-Based Sparse Reduced-Rank Regression for Hyperspectral Image Restoration
Behnood Rasti et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery
Hongyan Zhang 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)
Tensor Completion for Estimating Missing Values in Visual Data
Ji Liu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Estimating very high resolution urban surface temperature using a spectral unmixing and thermal mixing approach
Chengbin Deng et al.
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2013)
Hyperspectral image noise reduction based on rank-1 tensor decomposition
Xian Guo et al.
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)
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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)
An Optimization-Based Approach to Fusion of Hyperspectral Images
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)
Compression of Hyperspectral Images Using Discerete Wavelet Transform and Tucker Decomposition
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IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2012)
Supervised Nonlinear Spectral Unmixing Using a Postnonlinear Mixing Model for Hyperspectral Imagery
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IEEE TRANSACTIONS ON IMAGE PROCESSING (2012)
Real-time target detection in hyperspectral images based on spatial-spectral information extraction
Bing Zhang et al.
EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING (2012)
Image smoothing viaL0gradient minimization
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ACM TRANSACTIONS ON GRAPHICS (2011)
Anomaly Detection in Hyperspectral Images Based on an Adaptive Support Vector Method
Safa Khazai et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Adaptive Markov Random Field Approach for Classification of Hyperspectral Imagery
Bing Zhang et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2011)
Nonlinear Unmixing of Hyperspectral Images Using a Generalized Bilinear Model
Abderrahim Halimi 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)
TENSOR-TRAIN DECOMPOSITION
I. V. Oseledets
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2011)
The Power of Convex Relaxation: Near-Optimal Matrix Completion
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IEEE TRANSACTIONS ON INFORMATION THEORY (2010)
Improving the spectral unmixing algorithm to map water turbidity Distributions
Enner Alcantara et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2009)
Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing
Sen Jia et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2009)
Comparative study between a new nonlinear model and common linear model for analysing laboratory simulated-forest hyperspectral data
Wenyi Fan et al.
INTERNATIONAL JOURNAL OF REMOTE SENSING (2009)
Target detection from noise-reduced hyperspectral imagery using a spectral unmixing approach
Shen-En Qian et al.
OPTICAL ENGINEERING (2009)
Tensor Decompositions and Applications
Tamara G. Kolda et al.
SIAM REVIEW (2009)
Denoising and dimensionality reduction using multilinear tools for hyperspectral images
Nadine Renard et al.
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2008)
Receiver operating characteristic curve confidence intervals and regions
John Kerekes
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2008)
Hyperspectral subspace identification
Jose M. Bioucas-Dias et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2008)
Efficient Total Variation Minimization Methods for Color Image Restoration
You-Wei Wen et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2008)
Tensor methods for hyperspectral data analysis: a space object material identification study
Qiang Zhang et al.
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION (2008)
DECOMPOSITIONS OF A HIGHER-ORDER TENSOR IN BLOCK TERMS-PART II: DEFINITIONS AND UNIQUENESS
Lieven De Lathauwer
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2008)
Mapping tree and shrub leaf area indices in an ombrotrophic peatland through multiple endmember spectral unmixing
O. Sonnentag et al.
REMOTE SENSING OF ENVIRONMENT (2007)
Compressive sensing
Richard G. Baraniuk
IEEE SIGNAL PROCESSING MAGAZINE (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)
Image denoising via sparse and redundant representations over learned dictionaries
Michael Elad et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2006)
Vertex component analysis: A fast algorithm to unmix hyperspectral data
JMP Nascimento et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)
Refinement of wavelength calibrations of hyperspectral imaging data using a spectrum-matching technique
BC Gao et al.
REMOTE SENSING OF ENVIRONMENT (2004)
Cropland distributions from temporal unmixing of MODIS data
DB Lobell et al.
REMOTE SENSING OF ENVIRONMENT (2004)
Spectral unmixing
N Keshava et al.
IEEE SIGNAL PROCESSING MAGAZINE (2002)
A multilinear singular value decomposition
L De Lathauwer et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2000)
On the best rank-1 and rank-(R1,R2,...,RN) approximation of higher-order tensors
L De Lathauwer et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2000)