Jocelyn Chanussot

Jocelyn Chanussot's AcademicInfluence.com Rankings

Jocelyn Chanussot

Engineering

#2415

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#3324

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Applied Physics

#307

World Rank

#317

Historical Rank

Electrical Engineering

#437

World Rank

#487

Historical Rank

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Engineering

Jocelyn Chanussot's Degrees

Bachelors Electrical Engineering Grenoble Institute of Technology
Masters Electrical Engineering Grenoble Institute of Technology
PhD Electrical Engineering Grenoble Institute of Technology

Why Is Jocelyn Chanussot Influential?

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According to Wikipedia, Jocelyn Chanussot is a Professor of signal and image processing at the Grenoble Institute of Technology in Grenoble, France. Chanussot was named a Fellow of the Institute of Electrical and Electronics Engineers in 2012 for his contributions to data fusion and image processing for remote sensing. Since January 2011, he serves as Editor-in-Chief of the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing and is a former member of the Institut Universitaire de France.

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Jocelyn Chanussot'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)
Recent Advances in Techniques for Hyperspectral Image Processing (2009) (1471)
Hyperspectral Remote Sensing Data Analysis and Future Challenges (2013) (1373)
Advances in Spectral-Spatial Classification of Hyperspectral Images (2013) (1125)
Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles (2008) (1059)
A Critical Comparison Among Pansharpening Algorithms (2015) (853)
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest (2007) (754)
Spectral–Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques (2009) (701)
SVM- and MRF-Based Method for Accurate Classification of Hyperspectral Images (2010) (653)
Synthesis of Multispectral Images to High Spatial Resolution: A Critical Review of Fusion Methods Based on Remote Sensing Physics (2008) (569)
Segmentation and classification of hyperspectral images using watershed transformation (2010) (562)
Graph Convolutional Networks for Hyperspectral Image Classification (2020) (554)
Hyperspectral Pansharpening: A Review (2015) (546)
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization (2014) (449)
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification (2020) (440)
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing (2018) (386)
Hyperspectral and Multispectral Data Fusion: A comparative review of the recent literature (2017) (381)
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis (2011) (377)
Scene Classification With Recurrent Attention of VHR Remote Sensing Images (2019) (337)
Hyperspectral Image Classification With Independent Component Discriminant Analysis (2011) (305)
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers (2010) (277)
Contrast and Error-Based Fusion Schemes for Multispectral Image Pansharpening (2014) (275)
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas (2009) (271)
Feature Extraction for Hyperspectral Imagery: The Evolution From Shallow to Deep: Overview and Toolbox (2020) (268)
A spatial-spectral kernel-based approach for the classification of remote-sensing images (2012) (266)
Decision Fusion for the Classification of Urban Remote Sensing Images (2006) (259)
Multiple Spectral–Spatial Classification Approach for Hyperspectral Data (2010) (257)
SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers (2021) (241)
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles (2012) (224)
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest (2014) (189)
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification (2016) (187)
Fuzzy fusion techniques for linear features detection in multitemporal SAR images (1999) (183)
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles (2014) (178)
Noise Reduction in Hyperspectral Imagery: Overview and Application (2018) (178)
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing (2014) (173)
Indusion: Fusion of Multispectral and Panchromatic Images Using the Induction Scaling Technique (2008) (172)
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images (2010) (172)
Multiple Kernel Learning for Hyperspectral Image Classification: A Review (2017) (172)
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest (2009) (166)
Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification (2019) (164)
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution (2011) (161)
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification (2019) (158)
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation (2008) (157)
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009–2010 Data Fusion Contest (2012) (154)
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability (2015) (150)
Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments (2009) (150)
CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences (2018) (144)
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data (2014) (139)
Multiple Classifier Systems in Remote Sensing: From Basics to Recent Developments (2007) (139)
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data (2006) (134)
Classification of remote sensing images from urban areas using a fuzzy possibilistic model (2006) (133)
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features (2019) (131)
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors (2014) (130)
Spectral–Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach (2012) (126)
Fusion of Multispectral and Panchromatic Images Based on Morphological Operators (2016) (125)
A Pansharpening Method Based on the Sparse Representation of Injected Details (2015) (124)
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles (2015) (124)
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest (2008) (123)
Spectral–Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields (2015) (122)
Improving MODIS Spatial Resolution for Snow Mapping Using Wavelet Fusion and ARSIS Concept (2008) (110)
Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution (2019) (109)
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture (2013) (108)
A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data (2010) (107)
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis (2005) (107)
X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data (2020) (101)
Pansharpening via Detail Injection Based Convolutional Neural Networks (2018) (99)
Full Scale Regression-Based Injection Coefficients for Panchromatic Sharpening (2018) (98)
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA (2018) (97)
StfNet: A Two-Stream Convolutional Neural Network for Spatiotemporal Image Fusion (2019) (95)
Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction (2019) (95)
Pansharpening Based on Semiblind Deconvolution (2015) (94)
Total ordering based on space filling curves for multivalued morphology (1998) (92)
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation (2014) (89)
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction (2011) (89)
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection (2019) (88)
A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods (2021) (86)
Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening (2021) (83)
Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing (2021) (83)
Very short term forecasting of the Global Horizontal Irradiance using a spatio-temporal autoregressive model (2014) (82)
Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization (2014) (82)
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks (2018) (81)
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples (2016) (80)
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations (2012) (80)
Nonnegative Tensor CP Decomposition of Hyperspectral Data (2016) (79)
Hyperspectral Image Classification With Rotation Random Forest Via KPCA (2017) (78)
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits (2007) (77)
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification (2014) (74)
Very High-Resolution Remote Sensing: Challenges and Opportunities [Point of View] (2012) (73)
Kernel Principal Component Analysis for Feature Reduction in Hyperspectrale Images Analysis (2006) (70)
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning (2020) (69)
Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model (2021) (69)
Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images (2015) (68)
Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images (2013) (68)
A new extended linear mixing model to address spectral variability (2014) (67)
Seismic vulnerability assessment of urban environments in moderate-to-low seismic hazard regions using association rule learning and support vector machine methods (2015) (67)
Automatic Detection of Rivers in High-Resolution SAR Data (2012) (65)
Foreword to the Special Issue on Hyperspectral Image and Signal Processing (2010) (64)
Segmentation and Classification of Hyperspectral Data using Watershed (2008) (63)
Hyperspectral Image Classification—Traditional to Deep Models: A Survey for Future Prospects (2021) (63)
Context-Adaptive Pansharpening Based on Image Segmentation (2017) (62)
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion (2020) (61)
Unsupervised methods for the classification of hyperspectral images with low spatial resolution (2013) (61)
The Polish Academy of Sciences (1961) (60)
Convolutional Neural Networks for Multimodal Remote Sensing Data Classification (2022) (58)
Optical Remote Sensing (2011) (57)
An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data (2018) (56)
On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images (2015) (55)
MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening (2014) (54)
Spectral Variability in Hyperspectral Data Unmixing: A comprehensive review (2020) (54)
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution (2020) (52)
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification (2014) (51)
Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification (2016) (51)
Processing Multidimensional SAR and Hyperspectral Images With Binary Partition Tree (2013) (50)
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing (2021) (49)
A critical comparison of pansharpening algorithms (2014) (49)
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing (2009) (48)
A Regression-Based High-Pass Modulation Pansharpening Approach (2018) (48)
Local Similarity-Based Spatial–Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering (2022) (47)
A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function (2017) (47)
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation (2020) (46)
Joint and Progressive Subspace Analysis (JPSA) With Spatial–Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction (2020) (46)
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms (2018) (46)
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks (2021) (46)
Mean–Standard Deviation Representation of Sonar Images for Echo Detection: Application to SAS Images (2007) (45)
Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping (2018) (45)
Hyperspectral Pansharpening Using Deep Prior and Dual Attention Residual Network (2020) (45)
Mathematical Morphology and Its Applications to Signal and Image Processing (2015) (44)
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification (2017) (44)
On the influence of feature reduction for the classification of hyperspectral images based on the extended morphological profile (2010) (44)
Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image (2013) (44)
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery (2013) (44)
EXTENDING MATHEMATICAL MORPHOLOGY TO COLOR IMAGE PROCESSING (43)
On the use of ICA for hyperspectral image analysis (2009) (43)
Multimodal GANs: Toward Crossmodal Hyperspectral–Multispectral Image Segmentation (2020) (43)
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments (2012) (42)
Decision-Based Fusion for Pansharpening of Remote Sensing Images (2013) (41)
Pansharpening Based on Deconvolution for Multiband Filter Estimation (2019) (41)
Hyperspectral Anomaly Detection via Global and Local Joint Modeling of Background (2019) (40)
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks (2019) (39)
Pansharpening: Context-Based Generalized Laplacian Pyramids by Robust Regression (2020) (39)
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking (2017) (39)
CNN-Based Super-Resolution of Hyperspectral Images (2020) (39)
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction (2015) (38)
Bit mixing paradigm for multivalued morphological filters (1997) (38)
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification (2020) (38)
A Combined Support Vector Machines Classification Based on Decision Fusion (2006) (38)
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery (2021) (38)
An application of mathematical morphology to road network extraction on SAR images (1998) (38)
Tree top detection using local maxima filtering: a parameter sensitivity analysis (2010) (37)
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification (2016) (36)
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval (2020) (36)
Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning (2011) (36)
Advanced processing of hyperspectral images (2006) (36)
Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study (2011) (35)
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences (2018) (34)
Polarimetric Incoherent Target Decomposition by Means of Independent Component Analysis (2015) (34)
Taking Optimal Advantage of Fine Spatial Resolution: Promoting partial image reconstruction for the morphological analysis of very-high-resolution images (2017) (32)
Converted measurements random matrix approach to extended target tracking using X-band marine radar data (2015) (32)
Airborne remote sensing of vineyards for the detection of dead vine trees (2005) (32)
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution (2020) (32)
Gradient Optimization for multiple kernel's parameters in support vector machines classification (2008) (32)
A Bayesian Procedure for Full-Resolution Quality Assessment of Pansharpened Products (2018) (31)
Efficient Robust d-Dimensional Path Operators (2012) (31)
Deep Encoder–Decoder Networks for Classification of Hyperspectral and LiDAR Data (2020) (31)
Shape signatures of fuzzy star-shaped sets based on distance from the centroid (2005) (31)
Learning to semantically segment high-resolution remote sensing images (2016) (30)
Soft-Then-Hard Subpixel Land Cover Mapping Based on Spatial-Spectral Interpolation (2016) (30)
Morphological Attribute Profiles With Partial Reconstruction (2016) (30)
Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data (2010) (30)
Advances in Very-High-Resolution Remote Sensing [Scanning the Issue] (2013) (30)
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph (2016) (30)
New hyperspectral data representation using binary partition tree (2010) (29)
High-Resolution SAR Interferometry: Estimation of Local Frequencies in the Context of Alpine Glaciers (2008) (29)
Machine Learning Techniques in Remote Sensing Data Analysis (2009) (29)
Progress and Challenges in Intelligent Remote Sensing Satellite Systems (2022) (28)
Estimation of polarization parameters using time-frequency representations and its application to waves separation (2006) (28)
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel (2008) (28)
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery (2018) (28)
Foreword to the special issue on hyperspectral remote sensing: Theory, methods, and applications (2013) (28)
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net (2019) (28)
CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders (2022) (28)
Parsimonious Mahalanobis kernel for the classification of high dimensional data (2012) (28)
Higher-Order Statistics for the Detection of Small Objects in a Noisy Background Application on Sonar Imaging (2007) (28)
A Physics-Based Unmixing Method to Estimate Subpixel Temperatures on Mixed Pixels (2015) (28)
Multimorphological Superpixel Model for Hyperspectral Image Classification (2017) (27)
Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review (2022) (27)
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data (2019) (27)
Scalar image processing filters for speckle reduction on synthetic aperture sonar images (2002) (27)
Foreword to the Special Issue on Data Fusion (2008) (26)
Object recognition in hyperspectral images using Binary Partition Tree representation (2015) (26)
Variability of the endmembers in spectral unmixing: Recent advances (2016) (26)
Hyperspectral image superresolution: An edge-preserving convex formulation (2014) (25)
Spectral transformation based on nonlinear principal component analysis for dimensionality reduction of hyperspectral images (2018) (25)
Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability (2019) (25)
Hyperspectral Image Mixed Noise Removal Based on Multidirectional Low-Rank Modeling and Spatial-Spectral Total Variation (2021) (25)
Introduction to the Issue on Advances in Remote Sensing Image Processing (2011) (25)
A multiple classifier approach for spectral-spatial classification of hyperspectral data (2010) (24)
Multimodal hyperspectral remote sensing: an overview and perspective (2021) (24)
Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection (2022) (24)
The Evolution of the Morphological Profile: from Panchromatic to Hyperspectral Images (2011) (24)
Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications (2016) (24)
Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features (2018) (23)
Multiscale stochastic watershed for unsupervised hyperspectral image segmentation (2009) (23)
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees (2011) (23)
Automated segmentation of SAS images using the mean - standard deviation plane for the detection of underwater mines (2003) (23)
A Novel Negative Abundance‐Oriented Hyperspectral Unmixing Algorithm (2015) (22)
A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function (2018) (22)
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps (2012) (22)
Unsupervised classification of hyperspectral images by using linear unmixing algorithm (2009) (21)
CNN based spectral super-resolution of remote sensing images (2020) (21)
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening (2013) (21)
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data (2006) (21)
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing (2021) (21)
Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging (2008) (20)
An Introduction to Deep Morphological Networks (2019) (20)
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing (2017) (20)
Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation (2021) (20)
Deep Half-Siamese Networks for Hyperspectral Unmixing (2021) (20)
Using Multiple Subpixel Shifted Images With Spatial–Spectral Information in Soft-Then-Hard Subpixel Mapping (2017) (20)
A sparsity promoting bilinear unmixing model (2012) (20)
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing (2021) (20)
Improved Binary Partition Tree construction for hyperspectral images: Application to object detection (2011) (20)
Multivariate Image Processing (2009) (19)
Hyperspectral image classification based on spectral and geometrical features (2009) (19)
A novel approach to polarimetric SAR data processing based on Nonlinear PCA (2014) (19)
Multimodal Fusion Transformer for Remote Sensing Image Classification (2022) (19)
Rotation-Based Ensemble Classifiers for High-Dimensional Data (2014) (19)
Unsupervised separation of seismic waves using the watershed algorithm on time‐scale images (2004) (19)
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees (2014) (19)
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal (2021) (19)
Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting (2015) (19)
Remotely-Sensed Ecosystem Health Assessment (RSEHA) model for assessing the changes of ecosystem health of Lake Urmia Basin (2021) (18)
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry (2019) (18)
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images (2010) (18)
Optical Remote Sensing: Advances in Signal Processing and Exploitation Techniques (2011) (18)
Spatio-Temporal Multiscale Denoising of Fluoroscopic Sequence (2016) (18)
Signal and Image Processing in Hyperspectral Remote Sensing [From the Guest Editors] (2014) (18)
Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA (2012) (17)
Robust anomaly detection in Hyperspectral Imaging (2014) (17)
2011 GRSS Data Fusion Contest: Exploiting WorldView-2 multi-angular acquisitions (2011) (17)
On the recurrence plot analysis method behaviour under scaling transform (2011) (17)
Curvelet Based Contrast Enhancement in Fluoroscopic Sequences (2015) (17)
Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening (2020) (17)
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data (2016) (17)
Ensemble Methods for Classification of Hyperspectral Data (2008) (17)
Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops (2020) (17)
On selecting relevant intrinsic mode functions in empirical mode decomposition: An energy-based approach (2014) (17)
Object recognition in urban hyperspectral images using Binary Partition Tree representation (2013) (16)
Dry snow backscattering sensitivity on density change for SWE estimation (2012) (16)
Morphological and statistical approaches to improve detection in the presence of reverberation (2005) (16)
Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing (2021) (16)
Dispersion estimation from linear array data in the time-frequency plane (2005) (16)
Fusion of hyperspectral imaging and LiDAR for forest monitoring (2020) (16)
Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization (2020) (16)
A Mutual Information-Based Self-Supervised Learning Model for PolSAR Land Cover Classification (2021) (16)
A Pansharpening Approach Based on Multiple Linear Regression Estimation of Injection Coefficients (2020) (16)
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification (2016) (15)
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model (2019) (15)
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification (2018) (15)
Analysis of the Chemical and Physical Environmental Aspects that Promoted the Spread of SARS-CoV-2 in the Lombard Area (2021) (15)
A Triple-Double Convolutional Neural Network for Panchromatic Sharpening (2021) (15)
Multipatch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images (2021) (15)
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest (2012) (15)
Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion (2008) (15)
Nonlinear PCA for Visible and Thermal Hyperspectral Images Quality Enhancement (2015) (15)
Classification based marker selection for watershed transform of hyperspectral images (2009) (15)
Introduction to the Issue on Advances in Hyperspectral Data Processing and Analysis (2015) (14)
Unsupervised river detection in RapidEye data (2012) (14)
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration (2021) (14)
A graph-based approach for feature extraction and segmentation of multimodal images (2017) (14)
Classification of basic roof types based on VHR optical data and digital elevation model (2008) (14)
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery (2021) (14)
Multimodal Hyperspectral Unmixing: Insights From Attention Networks (2022) (14)
Pansharpening of Hyperspectral images using spatial distortion optimization (2009) (14)
MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing (2022) (14)
Super-resolution of hyperspectral images using local spectral unmixing (2014) (14)
UIU-Net: U-Net in U-Net for Infrared Small Object Detection (2022) (14)
Band Assignment Approaches for Hyperspectral Sharpening (2017) (13)
Global and local Gram-Schmidt methods for hyperspectral pansharpening (2015) (13)
Hyperspectral unmixing with material variability using social sparsity (2016) (13)
Pansharpening using total variation regularization (2012) (13)
Watershed approaches for color image segmentation (1999) (13)
Classification of remote sensing images from urban areas using a fuzzy model (2004) (13)
Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image (2019) (13)
Fusion of short-wave infrared and visible near-infrared WorldView-3 data (2020) (13)
Hyperspectral image inpainting based on collaborative total variation (2017) (13)
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing (2017) (13)
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples (2016) (13)
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution (2022) (13)
Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features (2011) (13)
A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening (2020) (13)
Saliency based visualization of hyper-spectral images (2015) (13)
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas (2003) (12)
Independent Component Discriminant Analysis for hyperspectral image classification (2010) (12)
Fusion of methods for the classification of remote sensing images from urban areas (2005) (12)
Hyperspectral Local Intrinsic Dimensionality (2016) (12)
Stochastic Approach in Wet Snow Detection Using Multitemporal SAR Data (2015) (12)
A Framework for Fast Image Deconvolution With Incomplete Observations (2016) (12)
Distance-Based Measures of Association with Applications in Relating Hyperspectral Images (2012) (12)
PURE ROTATIONAL SPECTRA OF 32SF535CL, 32SF537CL AND 34SF535CL UP TO 300 GHZ (1979) (12)
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification (2022) (12)
Wet snow backscattering sensitivity on density change for SWE estimation (2012) (12)
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery (2019) (11)
Binary partition tree-based local spectral unmixing (2014) (11)
Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation (2016) (11)
DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images (2021) (11)
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation (2013) (11)
Machine Learning in Pansharpening: A benchmark, from shallow to deep networks (2022) (11)
PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification (2020) (11)
Binary partition tree as a hyperspectral segmentation tool for tropical rainforests (2012) (11)
A class of robust estimates for detection in hyperspectral images using elliptical distributions background (2012) (11)
Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique (2019) (11)
Hyperspectral Computational Imaging via Collaborative Tucker3 Tensor Decomposition (2021) (11)
Classification of hyperspectral data using support vector machines and adaptive neighborhoods (2009) (11)
Siamese Transformer Network for Hyperspectral Image Target Detection (2022) (11)
A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening (2020) (11)
Multisource Data Fusion and Fisher Criterion-Based Nearest Feature Space Approach to Landslide Classification (2015) (11)
A modified time-frequency method for testing wide-sense stationarity (2012) (11)
A Combiner-Based Full Resolution Quality Assessment Index for Pansharpening (2019) (11)
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images (2021) (10)
Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery (2019) (10)
Multilinear spectral unmixing of hyperspectral multiangle images (2015) (10)
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images (2009) (10)
Morphological image distances for hyperspectral dimensionality exploration using Kernel-PCA and ISOMAP (2009) (10)
Target recognition in SAR images via sparse representation in the frequency domain (2019) (10)
Modality Translation in Remote Sensing Time Series (2022) (10)
Classification of remote sensing imagery with high spatial resolution (2005) (10)
A Graph-Based Approach for Data Fusion and Segmentation of Multimodal Images (2020) (10)
Mahalanobis kernel for the classification of hyperspectral images (2010) (10)
2021 Data Fusion Contest: Geospatial Artificial Intelligence for Social Good [Technical Committees] (2021) (10)
Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery (2012) (10)
Hyperspectral image segmentation using Binary Partition Trees (2011) (10)
A joint spatial and spectral SVM’s classification of panchromatic images (2007) (10)
Combining optical and SAR data to monitor temperate glaciers (2005) (10)
Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization (2012) (10)
Decision Fusion for Hyperspectral Classification (2006) (9)
European perspectives in hyperspectral data analysis (2007) (9)
Ensemble Strategies for Classifying Hyperspectral Remote Sensing Data (2009) (9)
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification (2012) (9)
Unsupervised classification and spectral unmixing for sub-pixel labelling (2011) (9)
Towards perceptual image fusion: A novel two-layer framework (2020) (9)
Hedges detection using local directional features and support vector data description (2012) (9)
Collaborative sliced inverse regression (2014) (9)
Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos (2019) (9)
4DCAF: A temporal approach for denoising hyperspectral image sequences (2017) (9)
Semisupervised charting for spectral multimodal manifold learning and alignment (2021) (9)
Braids of partitions for the hierarchical representation and segmentation of multimodal images (2019) (9)
Robust detection using M-estimators for hyperspectral imaging (2012) (9)
NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network (2022) (9)
Comparison of prefiltering operators for road network extraction in SAR images (1999) (9)
Binary partition trees-based robust adaptive hyperspectral RX anomaly detection (2014) (9)
Pansharpening Quality Assessment using Modulation Transfer Function Filters (2008) (9)
Lossless compact histogram representation for multi-component images: application to histogram equalization (2003) (8)
Segmentation of Multimodal Images Based on Hierarchies of Partitions (2015) (8)
Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods (2009) (8)
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy (2016) (8)
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity (2017) (8)
Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms (2008) (8)
Decision level fusion in classification of hyperspectral data from urban areas (2004) (8)
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection (2021) (8)
On the use of higher order statistics in SAS imagery [synthetic aperture sonar] (2004) (8)
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification (2011) (8)
A support vector regression approach for building seismic vulnerability assessment and evaluation from remote sensing and in-situ data (2012) (8)
Hyperspectral pansharpening using QNR optimization constraint (2009) (8)
Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars (2018) (8)
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles (2007) (8)
Burnt-Net: Wildfire burned area mapping with single post-fire Sentinel-2 data and deep learning morphological neural network (2022) (8)
Unmixing-based gas plume tracking in LWIR hyperspectral video sequences (2016) (8)
Unsupervised seismic wave separation in the time/scale plane (2001) (8)
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification (2022) (8)
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability (2022) (7)
Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images (2016) (7)
GAS plume detection in hyperspectral video sequence using low rank representation (2016) (7)
Impact of hybrid pansharpening approaches applied to hyperspectral images (2015) (7)
Context-adaptive Pansharpening based on binary partition tree segmentation (2014) (7)
Buried mines detection and classification: advanced technologies and signal processing (2005) (7)
Hyperspectral Sharpening Approaches Using Satellite Multiplatform Data (2021) (7)
Improved resolution for the detection of snow with MODIS using wavelet fusion (2007) (7)
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field (2020) (7)
Color and Multivariate Images (2013) (7)
Hyperspectral and multispectral data fusion based on nonlinear unmixing (2012) (7)
Quantitative inference of the H2 column densities from 3 mm molecular emission: case study towards Orion B (2020) (7)
Stochastically based wet snow mapping with SAR DATA (2012) (7)
Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers (2020) (7)
Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms (2016) (7)
On the concept of time-frequency distributions based on complex-lag moments (2008) (7)
Street tracking based on SAR data from urban areas (2005) (7)
Evaluation of the New Information in the ${H}/\alpha$ Feature Space Provided by ICA in PolSAR Data Analysis (2017) (7)
Estimation of forestry parameters in mountainous coppice stands using airborne laser scanning (2010) (6)
A practical use of ROC analysis to assess the performances of defects detection algorithms (2007) (6)
Hyperspectral Imagery Classification via Random Multigraphs Ensemble Learning (2022) (6)
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation (2017) (6)
Graph Learning Based on Signal Smoothness Representation for Homogeneous and Heterogeneous Change Detection (2022) (6)
Linear unmixing of multidate hyperspectral imagery for crop yield estimation (2011) (6)
River network detection on simulated swot images based on curvilinear denoising and morphological detection (2012) (6)
Population density estimation using textons (2012) (6)
Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing (2018) (6)
Improved subpixel monitoring of seasonal snow cover: A case study in the Alps (2014) (6)
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification. (2022) (6)
Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery (2008) (6)
An unmixing-based method for the analysis of thermal hyperspectral images (2014) (6)
CNN-Based Hyperspectral Pansharpening with Arbitrary Resolution (2021) (6)
Promoting Partial Reconstruction for The Morphological Analysis of Very High Resolution Urban Remote Sensing Images (2017) (6)
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion (2022) (6)
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression (2017) (6)
Binary Partition Trees-Based Spectral-Spatial Permutation Ordering (2015) (6)
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest (2009) (6)
Hyperspectral Anomaly Detection Using Deep Learning: A Review (2022) (6)
Optical Remote Sensing Image Understanding With Weak Supervision: Concepts, methods, and perspectives (2022) (6)
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery (2011) (6)
Dynamic Material-Aware Object Tracking in Hyperspectral Videos (2019) (6)
Using airborne laser scanning to assess forest protection function against rockfall (2010) (6)
Physic based aggregation model for the unmixing of temperature and optical properties in the infrared domain (2012) (5)
Unsupervised Outlier Detection Using Memory and Contrastive Learning (2021) (5)
A nonparametric test for slowly-varying nonstationarities (2018) (5)
GPU Parallel Implementation of Gas Plume Detection in Hyperspectral Video Sequences (2018) (5)
Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases (2007) (5)
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations (2022) (5)
Variability of the endmembers in spectral unmixing (2020) (5)
L0 Gradient Regularized Low-Rank Tensor Model for Hyperspectral Image Denoising (2019) (5)
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images (2022) (5)
Synthetic Aperture Sonar Imagery: towards a Classification of Underwater Mines in the Mean - Standard Deviation Plane (2003) (5)
Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane (2003) (5)
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning (2022) (5)
Multi-Graph-based Low-Rank Tensor Approximation for Hyperspectral Image Restoration (2022) (5)
Unsupervised endmember extraction: Application to hyperspectral images from Mars (2009) (5)
Multi-Relation Attention Network for Image Patch Matching (2021) (5)
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis (2010) (5)
Multispectral decomposition of synthetic aperture sonar images for speckle reduction (2002) (5)
Contextual filtering in curvelet domain for fluoroscopic sequences (2013) (5)
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images (2011) (5)
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images (2021) (5)
Real time vector median like filter: FPGA design and application to color image filtering (1999) (5)
A time-distributed phase space histogram for detecting transient signals (2011) (5)
From local to global unmixing of hyperspectral images to reveal spectral variability (2016) (5)
HYPER-I-NET: European research network on hyperspectral imaging (2007) (5)
Very short term forecasting of the Global Horizontal Irradiance through Helioclim maps (2014) (4)
Full-Resolution Quality Assessment of Pansharpening: Theoretical and hands-on approaches (2022) (4)
The comparability of aggregated emissivity and temperature of heterogeneous pixel to conventional tes methods (2013) (4)
Information extraction from remote sensing imagery (2017) (4)
Geometric Multimodal Deep Learning With Multiscaled Graph Wavelet Convolutional Network. (2021) (4)
Validation of spectral unmixing methods using photometry and topography information (2013) (4)
Spectral-spatial analysis in hyperspectral remote sensing: from morphological profiles to classified segmentation (2009) (4)
Independent Component Analysis within polarimetric incoherent target decomposition (2013) (4)
A Pansharpening Algorithm Based on Morphological Filters (2015) (4)
Fast Blind Hyperspectral Unmixing Based On Graph Laplacian (2019) (4)
Performance analysis of unsupervised unmixing models for thermal hyepsrpectral (2012) (4)
Use of time-scale representations for the analysis of seismic signals (2004) (4)
ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images with Arbitrary Numbers of Bands (2021) (4)
A physics-based unmixing method for thermal hyperspectral images (2014) (4)
Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation (2014) (4)
Fusion of local statistical detectors in SAS imagery classification (2005) (4)
A method for improving the consistency property of pansharpening algorithms (2014) (4)
Canonical polyadic decomposition of hyperspectral patch tensors (2016) (4)
C18O, 13CO, and 12CO abundances and excitation temperatures in the Orion B molecular cloud: An analysis of the precision achievable when modeling spectral line within the Local Thermodynamic Equilibrium approximation (2020) (4)
Poincare Sphere Representation Of Independent Scattering Sources: Application On Distributed Targets (2013) (4)
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification (2022) (4)
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation (2022) (4)
Semiautomatic classification of cementitious materials using scanning electron microscope images (2015) (4)
Multimodal-Temporal Fusion: Blending Multimodal Remote Sensing Images to Generate Image Series With High Temporal Resolution (2019) (4)
The Physical Meaning of Independent Components and Artifact Removal of Hyperspectral Data from Mars using ICA (2006) (4)
Martian aerosol abundance estimation based on unmixing of hyperspectral imagery (2010) (4)
Pan-sharpening using induction (2007) (4)
3D snakes for the segmentation of buried mines in 3D acoustic images (2005) (4)
Estimation of polarization on time-scale plane for seismic wave separation (2002) (4)
Supervised super-resolution to improve the resolution of hyperspectral images classification maps (2010) (4)
QNR Optimization based Pansharpening (2008) (3)
LiDAR information extraction by attribute filters with partial reconstruction (2016) (3)
Data Fusion Contest: Fusion of Panchromatic and Multispectral Images (2006) (3)
An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep (2021) (3)
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data (2020) (3)
Multi-band semiblind deconvolution for pansharpening applications (2015) (3)
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest (2021) (3)
Land Cover and Land Use Classification (2018) (3)
Compression-based nonnegative tensor CP decomposition of hyperspectral big data (2015) (3)
Higher Order Statistics for the Detection of Underwater Mines in SAS Imagery (2004) (3)
Using QNR index as decision criteria for improving fusion quality (2008) (3)
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization (2021) (3)
Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification (2020) (3)
Signal characterization using generalized “Time-phase derivatives” representation (2009) (3)
Robust linear unmixing with enhanced sparsity (2017) (3)
GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution. (2023) (3)
7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015, Tokyo, Japan, June 2-5, 2015 (2015) (3)
Mars Hyperspectral Data Processing using ICA and Bayesian Positive Source Separation (2006) (3)
AutoNAS: Automatic Neural Architecture Search for Hyperspectral Unmixing (2022) (3)
Toward Super-Resolution Image Construction Based on Joint Tensor Decomposition (2020) (3)
Semi-automatic classification of cementitious materials using scanning electron microscope images (2015) (3)
l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing (2021) (3)
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images (2022) (3)
Enhancing hyperspectral image quality using nonlinear PCA (2014) (3)
Unsupervised endmember extraction of martian hyperspectral images (2009) (3)
Pansharpening with a decision fusion based on the local size information (2010) (3)
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface (2016) (3)
Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences (2013) (3)
Nonlinear Spectral Unmixing for the Characterisation of Volcanic Surface Deposit and Airborne Plumes from Remote Sensing Imagery (2017) (3)
Adaptive anisotropic diffusion for speckle filtering in SAS imagery (2005) (3)
Fluorosocopic sequence denoising using a motion compensated multi-scale temporal filtering (2015) (3)
Exploring coupled images fusion based on joint tensor decomposition (2020) (3)
Mixed Noise Reduction in Hyperspectral Imagery (2019) (3)
Identification of agricultural crops in early stages using remote sensing images (2013) (3)
Resolution Enhancement of Hyperspectral Data Exploiting Real Multi-Platform Data (2020) (2)
LiDAR-Guided Reduction Of Spectral Variability in Hyperspectral Imagery (2019) (2)
Classification en imagerie hyperspectrale haute resolution: u tilisation conjointe de l'information spatiale et spectrale (2007) (2)
(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification (2019) (2)
A Novel Feature Derivation Technique for SVM based Hyper Spectral Image Classification (2017) (2)
Image denoising using contextual modeling of curvelet coefficients (2014) (2)
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A comprehensive review (2022) (2)
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity (2021) (2)
Kernel principal component analysis for the construction of the extended morphological profile (2009) (2)
Evaluation of Multilook Effect in ICA Based ICTD for PolSAR Data Analysis (2015) (2)
Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences (2019) (2)
Spatio-temporal cellular automata-based filtering for image sequence denoising (2017) (2)
Evaluation of ICA based ICTD for PolSAR data analysis in tropical forest scenario (2015) (2)
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas (2022) (2)
Multispectral and hyperspectral data fusion based on SAM minimization band assignment approach (2016) (2)
Snow Cover Estimation From Image Time Series Based on Spectral Unmixing (2019) (2)
Segmentation of High Resolution Satellite images SPOT applied to Lake Detection. (2006) (2)
A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution (2014) (2)
Automated Segmentation of SAS Images using the Mean - Standard Deviation Representation (2003) (2)
Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images (2011) (2)
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images (2021) (2)
Keypoint-Based Local Descriptors for Target Recognition in SAR Images: A Comparative Analysis (2021) (2)
Hyperspectral Sparse Unmixing via Nonconvex Shrinkage Penalties (2023) (2)
Hyperspectral pansharpening using convex optimization and collaborative total variation regularization (2016) (2)
N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification (2021) (2)
Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images (2022) (2)
Polarimetric sar target decomposition based on nonlinear decorrelation (2012) (2)
Remote Sensing Data Fusion: Guided Filter-Based Hyperspectral Pansharpening and Graph-Based Feature-Level Fusion (2018) (2)
Efficient Oblique Polarization Filter With Cross Scalogram (2002) (2)
Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China (2021) (2)
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge (2023) (2)
Collaborative total variation for hyperspectral pansharpening (2017) (2)
Comparison of Machine Learning Algorithms for Flood Susceptibility Mapping (2022) (2)
From Statistical Detection to Decision Fusion: Detection of Underwater Mines in High Resolution SAS Images (2009) (2)
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification (2022) (2)
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks (2018) (2)
A Pansharpening Method Based on Hybrid-Scale Estimation of Injection Gains (2023) (2)
C18O,13CO, and12CO abundances and excitation temperatures in the Orion B molecular cloud (2020) (2)
On Hyperspectral Super-Resolution (2021) (2)
An Improved Stationarity Test Based on Surrogates (2019) (2)
Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification (2019) (2)
Special Issue on Machine Learning for Signal Processing (2011) (2)
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening (2022) (2)
An Optimization Procedure for Robust Regression-Based Pansharpening (2022) (2)
Infrared Small Object Detection Using Deep Interactive U-Net (2022) (2)
Support vector machines regression for estimation of forest parameters from airborne laser scanning data (2010) (2)
Hyperspectral pansharpening based on unmixing techniques (2015) (2)
Dynamic Hyperspectral Pansharpening CNNs (2023) (2)
Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching (2021) (1)
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data (2020) (1)
LiDAR Data-Aided Hypergraph Regularized Multi-Modal Unmixing (2019) (1)
Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images (2012) (1)
Time-of-flight calibration of an MCT-APD sensor for a flash imaging LiDAR system (2019) (1)
Segmentation hyperspectrale de forets tropicales par arbres de partition binaires (2013) (1)
An Investigation of Image Segmentation Method for Remotely Sensed Hyperspectral Images with Region Object Aggregations (2016) (1)
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks (2020) (1)
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction (2012) (1)
Fusion de méthodes pour la classification de zones urbaines en télédétection satellitaire (2005) (1)
A new additive kernel for change detection in remote sensing imagery using SVM (2008) (1)
Nonlinear Unmixing of Hyperspectral Data Using (2014) (1)
Mahalanobis kernel based on probabilistic principal component (2011) (1)
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images (2022) (1)
Geometrical features for the classification of very high resolution multispectral remote-sensing images (2010) (1)
The French proposal for a high spatial resolution Hyperspectral mission (2014) (1)
Classification Using Unmixing Models in Areas With Substantial Endmember Variability (2018) (1)
Spectral unmixing for exoplanet direct detection in hyperspectral data (2021) (1)
A Framework for Fast Image Deconvolution With Incomplete Observations. (2016) (1)
Multidimensional SAR data analysis based on binary partition trees and the covariance matrix geometry (2014) (1)
Intensity Calibration of a MCT-APD Sensor for a Flash Lidar System (2019) (1)
Hyperspectral Image Classification With Independent (2011) (1)
EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing (2021) (1)
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection (2022) (1)
Non-Linear Spectral Unmixing for the Estimation of the Distribution of Graphene Oxide Deposition on 3D Printed Composites (2020) (1)
How Transferable Are Spatial Features for the Classification of Very High Resolution Remote Sensing Data? (2007) (1)
Evaluation of Hyperspectral Classification Maps in Heterogeneous Ecosystem (2018) (1)
A cellular automata‐based filtering approach to multi‐temporal image denoising (2018) (1)
Detection and Localization of Transient Sources : Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-BasedMethods (2009) (1)
Feature-Level Loss for Multispectral Pan-Sharpening with Machine Learning (2018) (1)
Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images (2022) (1)
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification (2022) (1)
On the transient signal characterization using phase space trajectory dynamics (2011) (1)
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images (2022) (1)
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data (2015) (1)
Self Supervised Learning for Few Shot Hyperspectral Image Classification (2022) (1)
Sphericity of complex stochastic models in multivariate SAR images (2013) (1)
Snow cover estimation based on spectral unmixing (2016) (1)
Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising (2020) (1)
Estimation of Diffuse Component of Global Radiation Based on Leaf-Scale Crop Images (2019) (1)
Spectral Unmixing for Planetary Exploration Applied to CRISM/MRO Hyperspectral Imagery (2011) (1)
C 18 O , 13 CO , and 12 CO abundances and excitation temperatures in the Orion B molecular cloud Analysis of the achievable precision in modeling spectral lines within the approximation of the local thermodynamic equilibrium (2020) (1)
Spatial Data Augmentation: Improving the Generalization of Neural Networks for Pansharpening (2023) (1)
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion (2022) (1)
Correction to “Dynamical Spectral Unmixing of Multitemporal Hyperspectral Images” [Jul 16 3219-3232] (2016) (1)
Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers (2020) (1)
Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing This paper motivates a comprehensive discussion about the main challenges and perspectivesfordatafusioninremotesensing leveraging results from the Data Fusion Contests organized by the IEEE Geoscience and Remote Sensing (2015) (1)
FUSION OF LIDAR AND HYPERSPECTRAL DATA FOR SEMANTIC SEGMENTATION OF FOREST TREE SPECIES (2020) (1)
AUD-Net: A Unified Deep Detector for Multiple Hyperspectral Image Anomaly Detection via Relation and Few-Shot Learning. (2022) (1)
Unsupervised linear unmixing of hyperspectral image for crop yield estimation (2010) (1)
On the use of the Hotelling's T2 statistic for the hierarchical clustering of hyperspectral data (2013) (1)
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network (2020) (1)
LRTCFPan: Low-Rank Tensor Completion Based Framework for Pansharpening (2023) (1)
Performance analysis of robust detectors for hyperspectral imaging (2013) (1)
A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing (2016) (1)
Using time series to improve endmembers estimation on multispectral images for snow monitoring (2017) (1)
Fusion of MultiSpectral and Panchromatic Images Based on Morphological Operators. (2016) (1)
Reinforcement Learning for Neural Architecture Search in Hyperspectral Unmixing (2022) (1)
Extended Linear Mixing Model in an Ecosytem with High Spectral Variability (2018) (1)
An analysis of collaborative representation schemes for the classification of hyperspectral images (2015) (1)
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image (2023) (1)
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization (2021) (1)
Graph-based fusion for change detection in multi-spectral images (2020) (1)
Advances in Utilization of Hierarchical Representations in Remote Sensing Data Analysis (2018) (0)
Spatial Resolution Enhancement of Optical Images Based on Tensor Decomposition (2018) (0)
Stacking in the time‐scale plane (2002) (0)
Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction (2021) (0)
Towards an AI-based understanding of the solar wind: A critical data analysis of ACE data (2022) (0)
Stochastically Based Wet Snow Detection with Multitemporal SAR Data (2016) (0)
Learning from model grids: Tracers of the ionization fraction in the ISM (2022) (0)
Guest Editorial Computational Imaging for Earth Sciences (2017) (0)
Adaptive directional order filters and mathematical morphology for road network extraction on SAR images (1998) (0)
JSTARS: The Most Gender Balanced Editorial Board in IEEE's History? [Women in GRS] (2015) (0)
Nonlinear PCA based polarimetric decomposition (2013) (0)
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection (2022) (0)
2018 Time-of-flight calibration of an MCT-APD sensor for a flash imaging LiDAR system Nowicki-Bringuier (2022) (0)
Order filter with progressively decimated filtering window: application to colour image enhancement (2004) (0)
Wavelet-Based Block Low-Rank Representations for Hyperspectral Denoising (2021) (0)
HYPERSPECTRALPANSHARPENINGUSING QNR OPTIMIZATIONCONSTRAINT (2009) (0)
Detection of hedges based on attribute filters (2012) (0)
Help has referred to sports competitions to visually impaired or blind people. (2009) (0)
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations (2022) (0)
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing (2021) (0)
A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis (2017) (0)
Endmember Purification With Affine Simplicial Cone Model (2022) (0)
Urban area product simulation for the EnMap hyperspectral sensor (2011) (0)
Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classiﬁcation (2022) (0)
Constructing a Braid of Partitions from Hierarchies of Partitions (2019) (0)
Target Recognition in SAR Image via Keypoint based Local Descriptor—Foundation (2018) (0)
Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications (2015) (0)
A Concurrent Multiscale Detector for End-to-End Image Matching. (2022) (0)
Reconstruction Error-Based Decomposition Feature Selection for PolSAR Image (2022) (0)
Blind source separation of hyperspectral data in planetary remote sensing: extraction and validation (2011) (0)
A Fully Bayesian Approach For Inferring Physical Properties With Credibility Intervals From Noisy Astronomical Data (2019) (0)
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification (2022) (0)
Hierarchical watershed segmentation based on gradient image simplification (2012) (0)
Learning A Common Subspace from Hyperspectral-Multispectral Correspondences (2018) (0)
PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation (2020) (0)
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery (2023) (0)
9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2018, Amsterdam, The Netherlands, September 23-26, 2018 (2018) (0)
Chapter 12 Decision Fusion for Hyperspectral Classification (2006) (0)
l 0 - l 1 Hybrid Total Variation Regularization and Its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing (2021) (0)
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation (2022) (0)
Fusion algorithms for detection in presence of reverberation (2002) (0)
Information extraction by blind source separation from polarimetric SAR data (2017) (0)
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network (2022) (0)
Category-level Assignment for Cross-domain Semantic Segmentation in Remote Sensing Images (2023) (0)
BDD-Net+: A Building Damage Detection Framework Based on Modified Coat-Net (2023) (0)
Deep Blind Unmixing using Minimum Simplex Convolutional Network (2022) (0)
Analysis of the unmixing on thermal hyperspectral imaging (2014) (0)
Comparison of nine hyperspectral pansharpening methods (2015) (0)
A Two-Phase Review of Target Recognition in SAR Image (2019) (0)
FUSION OF HYPERSPECTRAL AND PANCHROMATIC DATA BY SPECTRAL UNMIXING IN THE REFLECTIVE DOMAIN (2020) (0)
Remote Sensing Image Fusion With Task-Inspired Multiscale Nonlocal-Attention Network (2023) (0)
KERNEL PRINCIPALCOMPONENT ANALYSISFOR FEATURE REDUCTION IN HYPERSPECTRALE IMAGESANALYSIS (2006) (0)
A comparison study between windowing and binary partition trees for hyperspectral image information mining (2013) (0)
WHISPERS 2013: 5th Workshop on Hyperspectral Image and Signal Processing ? Evolution in Remote Sensing [Conference Reports] (2013) (0)
Evaluating the label efficiency of contrastive self-supervised learning for multi-resolution satellite imagery (2022) (0)
Multimodal Hyperspectral Unmixing via Attention Networks (2022) (0)
Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise (2017) (0)
Reverse Difference Network for Highlighting Small Objects in Aerial Images (2022) (0)
UNSUPERVISED SEISMIC WAVE SEPARATION (2001) (0)
Keynote 2: Opportunities and challenges in hyperspectral remote sensing (2017) (0)
Spatial-Spectral Manifold Embedding of Hyperspectral Data (2020) (0)
Assessing the Potential of Qormino Processor for Embedded AI on Board a CubeSat (2022) (0)
Improving road detection on SAR images using fuzzy fusion methods (1999) (0)
Gas Plume Detection in Hyperspectral Video Sequence Using Tensor Nuclear Norm (2018) (0)
The French EO high spatial resolution hyperspectral dual mission - an update (2014) (0)
Special Section Guest Editorial: Multitemporal Remote Sensing Data Processing and Applications (2021) (0)
CFAR hierarchical clustering of polarimetric SAR data (2013) (0)
Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees] (2021) (0)
On the Use of a New Additive Kernel for Change Detection using SVM (2008) (0)
Determination of the Structure of C4, Molecules of the XF5and XYF5Types (using microwave spectra and frequencies of fundamental vibrations). (1986) (0)
Support Vector Machines Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning (2011) (0)
Selective and robust d-dimensional path operators (2014) (0)
MAGNETIC FIELD GEOMETRY AND GAS KINEMATICS IN NGC2024 (2022) (0)
Gas kinematics around filamentary structures in the Orion B cloud (2022) (0)
Hierarchical segmentation of multimodal images (2016) (0)
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery (2020) (0)
HYEP - Hyperspectral Imagery for Environmental Urban Planning (2018) (0)
Message from the Incoming Editor-in-Chief (2011) (0)
Analysis of supplementary information emerging from the ICA based ICTD (2014) (0)
PDFL: Polarimetric Decomposition Feature Learning via Deep Autoencoder (2022) (0)
Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique (2023) (0)
Applications in remote sensing—natural landscapes (2020) (0)
Multimodal hyperspectral remote sensing: an overview and perspective (2021) (0)
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal (2023) (0)
Polsar Land Cover Classification via Tensorial Embedding Methods (2019) (0)
A Novel Highly Parallel Algorithm For The Detection And Tracking Of Chemical Gas Plumes Using Hyperspectral Video Sequences (2018) (0)
CFAR Clustering of Polarimetric SAR Data (2013) (0)
Revealing which Combinations of Molecular Lines are Sensitive to the Gas Physical Parameters of Molecular Clouds (2022) (0)
Evaluating the Label Eﬀiciency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery (2022) (0)
Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing (2022) (0)
Non-Local Means Low-Rank Approximation for Hyperspectral Denoising (2021) (0)
Tensor representation for remote sensing images (2022) (0)
Integration of Full and Mixed Pixel Techniques to Obtain Thematic Maps with a Refined Resolution (2012) (0)
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery (2022) (0)
A Study on Full Scale Injection Coefficients for Pansharpening (2018) (0)
Spectral-Spatial Transformer for Hyperspectral Image Sharpening (2022) (0)

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