José M. Bioucas-dias

José M. Bioucas-dias's AcademicInfluence.com Rankings

Chemistry

#2234

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#3112

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Physical Chemistry

#239

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#279

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chemistry Degrees

José M. Bioucas-dias

Philosophy

#4773

World Rank

#7414

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Logic

#2163

World Rank

#3092

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philosophy Degrees

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Chemistry
Philosophy

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José M. Bioucas-dias's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches (2012) (2266)
Vertex component analysis: a fast algorithm to unmix hyperspectral data (2005) (2208)
A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration (2007) (1709)
Hyperspectral Remote Sensing Data Analysis and Future Challenges (2013) (1373)
Fast Image Recovery Using Variable Splitting and Constrained Optimization (2009) (1165)
Hyperspectral Subspace Identification (2008) (1032)
An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems (2009) (1004)
Sparse Unmixing of Hyperspectral Data (2011) (861)
Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields (2012) (610)
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing (2012) (570)
Hyperspectral Pansharpening: A Review (2015) (546)
Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing (2010) (532)
Majorization–Minimization Algorithms for Wavelet-Based Image Restoration (2007) (532)
Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning (2010) (475)
Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation (2014) (452)
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization (2014) (449)
Restoration of Poissonian Images Using Alternating Direction Optimization (2010) (437)
Generalized Composite Kernel Framework for Hyperspectral Image Classification (2013) (435)
A variable splitting augmented Lagrangian approach to linear spectral unmixing (2009) (435)
Hyperspectral Image Segmentation Using a New Bayesian Approach With Active Learning (2011) (401)
Minimum Volume Simplex Analysis: A Fast Algorithm to Unmix Hyperspectral Data (2008) (386)
Phase Unwrapping via Graph Cuts (2005) (386)
Does independent component analysis play a role in unmixing hyperspectral data? (2003) (382)
Adaptive total variation image deblurring: A majorization-minimization approach (2009) (380)
A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing (2014) (352)
Collaborative Sparse Regression for Hyperspectral Unmixing (2014) (351)
Multiplicative Noise Removal Using Variable Splitting and Constrained Optimization (2009) (320)
Spectral–Spatial Classification of Hyperspectral Data Using Loopy Belief Propagation and Active Learning (2013) (305)
Multiple Feature Learning for Hyperspectral Image Classification (2015) (288)
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization (2018) (246)
Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network (2018) (196)
Bayesian wavelet-based image deconvolution: a GEM algorithm exploiting a class of heavy-tailed priors (2006) (192)
Total Variation-Based Image Deconvolution: a Majorization-Minimization Approach (2006) (185)
Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations (2018) (181)
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles (2014) (178)
Semisupervised Self-Learning for Hyperspectral Image Classification (2013) (174)
Nonlinear mixture model for hyperspectral unmixing (2009) (168)
Wall position and thickness estimation from sequences of echocardiographic images (1996) (168)
Foreword to the Special Issue on Spectral Unmixing of Remotely Sensed Data (2011) (152)
Quantifying the Uncertainty of Land Surface Temperature Retrievals From SEVIRI/Meteosat (2010) (146)
Semisupervised Hyperspectral Image Classification Using Soft Sparse Multinomial Logistic Regression (2013) (144)
Minimum Volume Simplex Analysis: A Fast Algorithm for Linear Hyperspectral Unmixing (2015) (139)
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data (2014) (139)
Hyperspectral Unmixing Based on Mixtures of Dirichlet Components (2012) (139)
Robust Collaborative Nonnegative Matrix Factorization for Hyperspectral Unmixing (2015) (137)
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors (2014) (130)
MUSIC-CSR: Hyperspectral Unmixing via Multiple Signal Classification and Collaborative Sparse Regression (2014) (124)
On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising (2006) (115)
Multiband Image Fusion Based on Spectral Unmixing (2016) (108)
Spectral–Spatial Classification of Hyperspectral Data Using Local and Global Probabilities for Mixed Pixel Characterization (2014) (108)
Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus (2014) (103)
Pansharpening Based on Semiblind Deconvolution (2015) (94)
HYCA: A New Technique for Hyperspectral Compressive Sensing (2015) (91)
A Signal Processing Perspective on Hyperspectral Unmixing (2014) (89)
Hyperspectral unmixing: geometrical, statistical, and sparse regression-based approaches (2010) (86)
The ZπM algorithm: a method for interferometric image reconstruction in SAR/SAS (2002) (85)
Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning (2007) (82)
Signal subspace identification in hyperspectral imagery (2012) (82)
Adaptive total variation image deconvolution: A majorization-minimization approach (2006) (80)
Absolute phase estimation: adaptive local denoising and global unwrapping. (2008) (78)
Denoising of medical images corrupted by Poisson noise (2008) (78)
Blind Estimation of Motion Blur Parameters for Image Deconvolution (2007) (73)
An overview on hyperspectral unmixing: Geometrical, statistical, and sparse regression based approaches (2011) (73)
Semiblind Hyperspectral Unmixing in the Presence of Spectral Library Mismatches (2015) (72)
Deconvolution of Poissonian images using variable splitting and augmented Lagrangian optimization (2009) (69)
Image restoration and reconstruction using variable splitting and class-adapted image priors (2016) (69)
A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising (2019) (68)
R-FUSE: Robust Fast Fusion of Multiband Images Based on Solving a Sylvester Equation (2016) (67)
A new extended linear mixing model to address spectral variability (2014) (67)
Hyperspectral unmixing algorithm via dependent component analysis (2007) (66)
Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity, or Mismodeling Effects (2015) (64)
Estimation of signal subspace on hyperspectral data (2005) (63)
Near-infrared hyperspectral unmixing based on a minimum volume criterion for fast and accurate chemometric characterization of counterfeit tablets. (2010) (63)
An iterative algorithm for linear inverse problems with compound regularizers (2008) (62)
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search Are Related (2014) (61)
Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and Multispectral Image Fusion (2019) (61)
Determination of the composition of counterfeit Heptodin tablets by near infrared chemical imaging and classical least squares estimation. (2009) (58)
Interferometric Phase Image Estimation via Sparse Coding in the Complex Domain (2015) (55)
A Subspace-Based Multinomial Logistic Regression for Hyperspectral Image Classification (2014) (54)
Super-Resolution of Multispectral Multiresolution Images from a Single Sensor (2017) (54)
Fast frame-based image deconvolution using variable splitting and constrained optimization (2009) (53)
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing (2019) (53)
Identification of polymer materials using laser-induced breakdown spectroscopy combined with artificial neural networks. (2011) (50)
Total variation restoration of speckled images using a split-bregman algorithm (2009) (50)
Maximum-a-posteriori estimation with unknown regularisation parameters (2015) (49)
Hyperspectral Blind Reconstruction From Random Spectral Projections (2016) (48)
Fast Hyperspectral Unmixing in Presence of Nonlinearity or Mismodeling Effects (2016) (46)
On the use of spectral libraries to perform sparse unmixing of hyperspectral data (2010) (46)
Semi-supervised hyperspectral image segmentation (2009) (42)
Nonparametric estimation of mean Doppler and spectral width (2000) (42)
Two-Step Algorithms for Linear Inverse Problems with Non-Quadratic Regularization (2007) (42)
Hyperspectral band selection using a collaborative sparse model (2012) (40)
Parallel Hyperspectral Unmixing on GPUs (2014) (37)
Collaborative sparse regression using spatially correlated supports - Application to hyperspectral unmixing (2014) (37)
Collaborative nonnegative matrix factorization for remotely sensed hyperspectral unmixing (2012) (37)
Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations (2021) (37)
A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping (2017) (37)
A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems (2009) (37)
Recent developments in sparse hyperspectral unmixing (2010) (35)
Unmixing hyperspectral intimate mixtures (2010) (35)
Antenna Design and Near-Field Characterization for Medical Microwave Imaging Applications (2019) (32)
Hyperspectral unmixingwith sparse group lasso (2011) (31)
A Dynamic Unmixing Framework for Plant Production System Monitoring (2014) (30)
Oil spill segmentation of SAR images via graph cuts (2006) (29)
Algorithms for imaging inverse problems under sparsity regularization (2012) (29)
Scene-Adapted plug-and-play algorithm with convergence guarantees (2017) (28)
Hyperspectral image denoising based on global and non-local low-rank factorizations (2017) (28)
Hyperspectral signal subspace estimation (2007) (28)
An Explicit and Scene-Adapted Definition of Convex Self-Similarity Prior With Application to Unsupervised Sentinel-2 Super-Resolution (2020) (28)
Hyperspectral Image Denoising and Anomaly Detection Based on Low-Rank and Sparse Representations (2017) (27)
Microwave Breast Imaging Using a Dry Setup (2020) (27)
Close Encounters of the Binary Kind: Signal Reconstruction Guarantees for Compressive Hadamard Sampling With Haar Wavelet Basis (2019) (26)
Sparse Distributed Multitemporal Hyperspectral Unmixing (2017) (26)
Hyperspectral image superresolution: An edge-preserving convex formulation (2014) (25)
Alternating direction optimization for image segmentation using hidden Markov measure field models (2014) (25)
Evaluation of bayesian hyperspectral image segmentation with a discriminative class learning (2007) (24)
Segmentation and Detection of Colorectal Polyps Using Local Polynomial Approximation (2012) (24)
Semi-supervised hyperspectral image classification based on a Markov random field and sparse multinomial logistic regression (2009) (24)
Fast Hyperspectral image Denoising based on low rank and sparse representations (2016) (24)
Performance measures for classification systems with rejection (2015) (24)
Fast Sparse Multinomial Regression Applied to Hyperspectral Data (2006) (24)
Unmixing sparse hyperspectral mixtures (2009) (24)
Greedy algorithms for pure pixels identification in hyperspectral unmixing: A multiple-measurement vector viewpoint (2013) (23)
Hyperspectral coded aperture (HYCA): A new technique for hyperspectral compressive sensing (2012) (23)
An augmented Lagrangian approach to linear inverse problems with compound regularization (2010) (23)
Robust Restoration of Sparse Multidimensional Single-Photon LiDAR Images (2020) (23)
Adaptive Hyperspectral Mixed Noise Removal (2018) (22)
Covalsa: Covariance estimation from compressive measurements using alternating minimization (2014) (21)
CAPE: combinatorial absolute phase estimation. (2009) (20)
Dictionary pruning in sparse unmixing of hyperspectral data (2012) (20)
Image Restoration and Reconstruction using Targeted Plug-and-Play Priors (2019) (20)
Vertex Component Analysis: A~Fast Algorithm to Extract Endmembers Spectra from Hyperspectral Data (2003) (20)
Hy-Demosaicing: Hyperspectral Blind Reconstruction from Spectral Subsampling (2018) (20)
A Novel Sharpening Approach for Superresolving Multiresolution Optical Images (2019) (20)
Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors] (2014) (18)
Exploiting spatial information in semi-supervised hyperspectral image segmentation (2010) (18)
Fast GEM wavelet-based image deconvolution algorithm (2003) (18)
An Alternating Direction Algorithm for Total Variation Reconstruction of Distributed Parameters (2012) (17)
Dependent Component Analysis: A Hyperspectral Unmixing Algorithm (2007) (17)
Minimum total variation in 3D ultrasound reconstruction (2005) (17)
Learning dependent sources using mixtures of Dirichlet: Applications on hyperspectral unmixing (2009) (17)
Supervised hyperspectral image segmentation using active learning (2010) (16)
Foreword to the Special Issue on Hyperspectral Image and Signal Processing (2012) (16)
Hyperspectral Image Super-Resolution via Local Low-Rank and Sparse Representations (2018) (16)
Parallel Hyperspectral Coded Aperture for Compressive Sensing on GPUs (2016) (15)
Source Separation and Clustering of Phase-Locked Subspaces (2011) (15)
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis (2015) (14)
Phase Locked Matrix Factorization (2011) (14)
Super-resolution of hyperspectral images using local spectral unmixing (2014) (14)
Collaborative sparse unmixing of hyperspectral data (2012) (14)
Classification with reject option using contextual information (2013) (14)
Adaptive restoration of speckled SAR images using a compound random Markov field (1998) (14)
Semi-supervised hyperspectral image classification using a new (soft) sparse multinomial logistic regression model (2011) (14)
Discontinuity Preserving Phase Unwrapping Using Graph Cuts (2005) (13)
Fusion of multispectral and hyperspectral images based on sparse representation (2014) (12)
Feature Selection in Regression Tasks Using Conditional Mutual Information (2011) (12)
Wavefront reconstruction in phase-shifting interferometry via sparse coding of amplitude and absolute phase. (2014) (12)
Hyperspectral compressive acquisition in the spatial domain via blind factorization (2015) (12)
Total variation regulatization in sparse hyperspectral unmixing (2011) (12)
Image restoration with locally selected class-adapted models (2016) (12)
Multi-frequency Phase Unwrapping from Noisy Data: Adaptive Local Maximum Likelihood Approach (2009) (12)
Blind model-based fusion of multi-band and panchromatic images (2016) (12)
Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid (2020) (12)
Sharpening Hyperspectral Images Using Plug-and-Play Priors (2017) (12)
A Framework for Fast Image Deconvolution With Incomplete Observations (2016) (12)
Phase imaging via sparse coding in the complex domain based on high-order svd and nonlocal BM3D techniques (2014) (11)
A new semi-supervised approach for hyperspectral image classification with different active learning strategies (2012) (11)
Source localization from time-differences of arrival using high-frequency communication signals (2011) (11)
A hierarchical approach to superresolution of multispectral images with different spatial resolutions (2017) (10)
A new framework for hyperspectral image classification using multiple spectral and spatial features (2014) (10)
Class-specific poisson denoising by patch-based importance sampling (2017) (10)
Convex Formulation for Multiband Image Classification With Superpixel-Based Spatial Regularization (2018) (10)
Parallel sparse unmixing of hyperspectral data (2013) (10)
Phase unwrapping via diversity and graph cuts (2008) (10)
Hyperspectral image reconstruction from random projections on GPU (2016) (10)
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging (2018) (10)
Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting (2021) (10)
Class-specific image denoising using importance sampling (2017) (10)
Supervised hyperspectral image segmentation: A convex formulation using hidden fields (2014) (10)
Parallel implementation of vertex component analysis for hyperspectral endmember extraction (2012) (10)
Digital phase-shifting holography based on sparse approximation of phase and amplitude (2014) (9)
Semi-supervised discriminative random field for hyperspectral image classification (2012) (9)
Building location awareness into acoustic communication links and networks through channel delay estimation (2012) (9)
A new semi-supervised algorithm for hyperspectral image classification based on spectral unmixing concepts (2011) (9)
Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets (2013) (9)
Identification of Sparse Time-Varying Underwater Channels Through Basis Pursuit Methods (2010) (9)
Landmine Detection Using Multispectral Images (2019) (8)
Spectral partitioning for hyperspectral remote sensing image classification (2014) (8)
External Patch-Based Image Restoration Using Importance Sampling (2018) (8)
Reconstruction of backscatter and extinction coefficients in lidar: a stochastic filtering approach (2004) (8)
A Special Issue on Advances in Machine Learning for Remote Sensing and Geosciences [From the Guest Editors] (2016) (8)
Hyperspectral cloud shadow removal based on linear unmixing (2017) (8)
Frame-based deconvolution of Poissonian images using alternating direction optimization (2010) (8)
Signal Subspace Identification in Hyperspectral Linear Mixtures (2005) (8)
Asymptotically efficient estimation of spectral moments (1995) (7)
Phase unwrapping: a new max-flow/min-cut based approach (2005) (7)
Supervised Hyperspectral Image Classification With Rejection (2015) (7)
Independent Phase Analysis: Separating Phase-Locked Subspaces (2010) (7)
Non-cyclic deconvolution using an augmented lagrangian method (2011) (7)
Spectral-spatial classification for hyperspectral data using SVM and subspace MLR (2013) (7)
PUMA : Phase Unwrapping via MAx flows (2007) (7)
Bayesian Segmentation of Oceanic SAR Images: Application to Oil Spill Detection (2010) (7)
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns (2018) (7)
Efficient computation of tr{TR-1} for Toeplitz matrices (2002) (7)
Study on the Effect of Pixel Resolution and Blending Grade on Near-Infrared Hyperspectral Unmixing of Tablets (2011) (6)
Compressive Single-pixel Fourier Transform Imaging Using Structured Illumination (2018) (6)
Maximum likelihood estimation of spectral moments at low signal to noise ratios (1993) (6)
Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data (2017) (6)
A multi-measurement vector approach for endmember extraction in urban environments (2014) (6)
Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets (2009) (6)
Improving point cloud to surface reconstruction with generalized Tikhonov regularization (2017) (6)
Compressive Hyperspectral Imaging: Fourier Transform Interferometry meets Single Pixel Camera (2018) (6)
Blind hyperspectral unmixing (2007) (6)
GPU implementation of a hyperspectral coded aperture algorithm for compressive sensing (2015) (5)
Potential and limitations of band selection and library pruning in sparse hyperspectral unmixing (2015) (5)
Supervised hyperspectral image classification with rejection (2016) (5)
Quantification of Components in Non-Homogenous Pharmaceutical Tablets Using near Infrared Reflectance Imaging (2010) (5)
Moving targets in synthetic aperture images: a Bayesian approach (2000) (5)
A robust subspace method for semiblind dictionary-aided hyperspectral unmixing (2014) (5)
HYPER-I-NET: European research network on hyperspectral imaging (2007) (5)
New developments on VCA unmixing algorithm (2008) (5)
Convex formulation for hyperspectral image classification with superpixels (2016) (5)
Multifrequency absolute phase estimation via graph cuts (2009) (5)
Vertex component analysis: a geometric-based approach to unmix hyperspectral data (2007) (5)
A fast parallel hyperspectral coded aperture algorithm for compressive sensing using OpenCL (2015) (5)
Vertex component analysis GPU-based implementation for hyperspectral unmixing (2012) (5)
Hyperspectral compressive sensing from spectral projections (2015) (4)
Semi-supervised active learning for urban hyperspectral image classification (2012) (4)
Image Classification with Rejection using Contextual Information (2015) (4)
Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets (2011) (4)
Identification and matching of sparse Delay-Doppler Spread Functions from high-frequency communications signals (2010) (4)
SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising (2018) (4)
Spatial-spectral hyperspectral image compressive sensing (2017) (4)
Sparse distributed hyperspectral unmixing (2016) (4)
Separation of phase-locked sources in pseudo-real MEG data (2013) (4)
Panchromatic Sharpening of Multispectral Satellite Imagery Via an Explicitly Defined Convex Self-Similarity Regularization (2019) (4)
The Role of Whitening for Separation of Synchronous Sources (2012) (4)
Phase Drift Estimation and Symbol Detection in Digital Communications: A Stochastic Recursive Filtering Approach (2012) (4)
Estimation of the Common Oscillation for Phase Locked Matrix Factorization (2012) (4)
Image Restoration with Compound Regularization Using a Bregman Iterative Algorithm (2009) (4)
Semi-supervised hyperspectral classification using active label selection (2009) (4)
Blind angle ambiguity resolution in parameter estimation of moving targets using a single SAR sensor (2000) (4)
Robust hyperspectral image classification with rejection fields (2015) (4)
Fast Spectral Unmixing based on Dykstra's Alternating Projection (2015) (4)
SPARSE HYPERSPECTRAL UNMIXING (2009) (4)
Sparse‐coding denoising applied to reversible conformational switching of a porphyrin self‐assembled monolayer induced by scanning tunnelling microscopy (2018) (3)
Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations (2016) (3)
Linear Spectral Unmixing via Matrix Factorization: Identifiability Criteria for Sparse Abundances (2018) (3)
Hyperspectral Remote Sensing Data Analysis (2015) (3)
On the use of collaborative sparse regression in hyperspectral unmixing chains (2014) (3)
A New Hyperspectral Compressed Sensing Method for Efficient Satellite Communications (2020) (3)
Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain (2018) (3)
Bayesian Oil Spill Segmentation of SAR Images Via Graph Cuts (2007) (3)
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization (2015) (3)
A Discrete/Continuous Minimization Method in Interferometric Image Processing (2001) (3)
New Theory for Unmixing ILL-Conditioned Hyperspectral Mixtures (2018) (3)
Restoration of Multilayered Single-Photon 3D Lidar Images (2018) (3)
A method for computing the information matrix of stationary Gaussian processes (1996) (3)
HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON A FAST BREGMAN SPARSE MULTINOMIAL LOGISTIC REGRESSION ALGORITHM (2009) (2)
Wavefront segmentation and classification for model-based underwater high-frequency tomography (2012) (2)
Hyperspectral image classification based on union of subspaces (2015) (2)
Multi‐frequency Phase Unwrap from Noisy Data: Adaptive Least Squares Approach (2010) (2)
Group lapped iterative technique for fast solution of large linear systems (1998) (2)
Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation (2013) (2)
MODEL-BASED UNDERWATER ACOUSTIC SOURCE LOCALIZATION AND SPEED ESTIMATION USING HF TRANSMISSIONS (2012) (2)
Hyperspectral Image Segmentation with Discriminative Class Learning (2007) (2)
High-resolution hyperspectral image fusion based on spectral unmixing (2016) (2)
Phase-Locked Matrix Factorization with Estimation of the Common Oscillation (2013) (2)
Investigating Counterfeit Medicines—The near Infrared Chemical Imaging Picture (2011) (2)
Classification of vegetation types in military region (2015) (2)
A new subspace discriminant analysis approach for supervised hyperspectral image classification (2011) (2)
Unsupervised hyperspectral signal subspace identification (2009) (2)
Does Nonlinear Modeling Play a Role in Plasmid Bioprocess Monitoring Using Fourier Transform Infrared Spectra? (2017) (2)
Multi-superpixelization-based convex formulation for joint classification of hyperspectral and lidar data (2017) (2)
Hyperspectral image segmentation using FSMLR with Jeffreys prior (2009) (2)
Adaptive Hyperspectral Mixed Noise Removal (2021) (2)
A new classification-oriented endmember extraction and sparse unmixing approach for hyperspectral data (2017) (2)
Imaging of fast moving targets using undersampled SAR raw-data (2001) (2)
Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors (2017) (2)
Wavefront Reconstruction from Noisy Fringe Observations via Sparse Coding (2014) (2)
B-HYCA: Blind hyperspectral compressive sensing (2015) (2)
Robust collaborative nonnegative matrix factorization for hyperspectra unmixing (R-CONMF) (2015) (1)
An Extension of Averaged-Operator-Based algorithms (2018) (1)
Contour Estimation on Piecewise Homogeneous Random Fields (1999) (1)
A comparison of algorithms for separation of synchronous subspaces (2012) (1)
Nonnegative matrix factorization with collaborativity for hyperspectral unmixing (2012) (1)
A New Multiple Classifier System for Semi-supervised Analysis of Hyperspectral Images (2016) (1)
Reply to the Comments on “Near-Infrared Hyperspectral Unmixing Based on a Minimum Volume Criterion for Fast and Accurate Chemometric Characterization of Counterfeit Tablets” (2010) (1)
Matrix Cofactorization for Joint Representation Learning and Supervised Classification - Application to Hyperspectral Image Analysis (2019) (1)
Linear spectral unmixing using collaborative sparse regression and correlated supports (2015) (1)
Performance of Compressive Sensing for Hadamard-Haar Systems (2019) (1)
Robust Cardiac Motion Estimation With Dictionary Learning and Temporal Regularization for Ultrasound Imaging (2019) (1)
CAPE : combinatorial absolute phase estimation Technical report , IT / IST Communications theory and Pattern Recognition Group (2009) (1)
Adaptive Local Phase Approximations and Global Unwrapping (2008) (1)
Adaptive Bayesian Contour Estimation: A Vector Space Representation Approach (1999) (1)
A Fast GEM Algorithm for Bayesian Wavelet-Based Image Restoration Using a Class of Heavy-Tailed Priors (2003) (1)
Provably and Roubst Blind Source Seperation of Ill-Conditioned Hyperspectral Mixtures (2018) (1)
Hyperspectral Unmixing Based on Mixtures of (2012) (1)
A Framework for Fast Image Deconvolution With Incomplete Observations. (2016) (1)
GPU implementation of a constrained hyperspectral coded aperture algorithm for compressive sensing (2015) (1)
Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm (2017) (1)
Image Denoising with Compound Regularization Using a Bregman Iterative Algorithm (2009) (1)
Joint Reconstruction of Multitemporal or Multispectral Single-Photon 3D LiDAR Images (2019) (1)
Uncertainty propagation from atmospheric parameters to sparse hyperspectral unmixing (2016) (1)
A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing (2016) (1)
Parallel method for sparse semisupervised hyperspectral unmixing (2013) (1)
An analysis of collaborative representation schemes for the classification of hyperspectral images (2015) (1)
Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians (2018) (1)
Restoring STM images via Sparse Coding: noise and artifact removal (2016) (1)
Mathematical Methodologies in Pattern Recognition and Machine Learning (2013) (0)
AN OVERLAPPED GROUP ITERATIVE METHOD FOR SOLVING LINEAR SYSTEMS (2001) (0)
Hy-Demosaicing: Hyperspectral Blind Reconstruction From Spectral Subsampling (2022) (0)
Integration of Hyperspectral Image Classification and Unmixing for Active Learning (2011) (0)
Robust hyperspectral unmixing accounting for residual components (2016) (0)
Separation of Synchronous Sources Through Phase Locked Matrix Factorization (2014) (0)
Call for papers (2015) (0)
Performance analysis of model-based localization of high-frequency acoustic sources in 3D (2013) (0)
Fast unsupervised technique for extraction of endmembers spectra from hyperspectral data (2003) (0)
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data (2018) (0)
Image Sharpening using Scene-Adapted Priors (2016) (0)
Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling (2020) (0)
Algorithms for Imaging Inverse Problems Under Sparsity and Structured Sparsity Regularization . (2012) (0)
I. SESSION WED-O-1-A RECENT ADVANCES IN SPECTRAL MIXTURE ANALYSIS OF HYPERSPECTRAL DATA (1/3) (2009) (0)
From diversity and denoising to phase imaging (2009) (0)
Antenna Phase Center and Angular Dispersion Estimation Using Planar Acquisition Setup Applied to Microwave Breast Imaging (2020) (0)
RECENT ADVANCES IN ITERATIVE SHRINKAGE/THRESHOLDING (2009) (0)
Hyperspectral segmentation with active learning (2010) (0)
Maritime Unmanned Systems and JANUS in Support to Distressed Submarine Search & Rescue: The REPMUS21 Experience (2022) (0)
Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities (2017) (0)
Separation of phase-locked sources in pseudo-real MEG data (2013) (0)
Parallel Coded Aperture Method for Hyperspectral Compressive Sensing on GPU (2017) (0)
Nonlinear hyperspectral unmixing accounting for spatial illumination variability (2016) (0)
Image Denoising by Two-Pass of Total Variation Filter (2019) (0)
Adaptive Total Variation Image Deconvolution : Application to Magnetic Resonance Imaging (2009) (0)
Matrix Cofactorization for Joint Unmixing and Classification of Hyperspectral Images (2019) (0)
PATCH-BASED INTERFEROMETRIC PHASE ESTIMATION VIA MIXTURE OF GAUSSIAN DENSITY MODELLING IN THE COMPLEX DOMAIN (2017) (0)
Plant production system monitoring via multiple signal classification and sparse regression (2013) (0)
Edge preserving phase unwrapping using graph cuts (2006) (0)
Nanostructured coatings for intraocular devices with drug delivery function (2015) (0)
Semisupervised Discriminative Random Field for Hyperspectral Image Classification (2021) (0)
Hyperspectral Unmixing with Simultaneous Dimensionality Estimation (2012) (0)
High-Spatial-Resolution Aerosol Optical Properties Retrieval Algorithm Using Chinese High-Resolution Earth (2016) (0)
Cofactorisation de matrices pour le démélange et la classification conjoints d'images hyperspectrales (2019) (0)
Block-Gaussian-Mixture Priors for Hyperspectral Denoising (2019) (0)
Parallel hyperspectral unmixing method on GPU (2013) (0)
HYPERSPECTRAL IMAGE CLASSIFICATIO BASED O A FAST BREGMA SPARSE MULTI OMIAL LOGISTIC REGRESSIO ALGORITHM (2009) (0)

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