Jocelyn Chanussot
Orcid: 0000-0003-4817-2875Affiliations:
- Grenoble Institute of Technology, France
According to our database1,
Jocelyn Chanussot
authored at least 601 papers
between 1998 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2012, "For contributions to data fusion and image processing for remote sensing".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on orcid.org
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on d-nb.info
On csauthors.net:
Bibliography
2024
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Attention Network with Outdoor Illumination Variation Prior for Spectral Reconstruction from RGB Images.
Remote. Sens., January, 2024
A Unified Deep Learning Network for Remote Sensing Image Registration and Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2024
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale Events.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Two Spectral-Spatial Implicit Neural Representations for Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
Beyond Supervised Learning in Remote Sensing: A Systematic Review of Deep Learning Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
IEEE Geosci. Remote. Sens. Lett., 2024
Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection.
CoRR, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., November, 2023
Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
World Wide Web (WWW), September, 2023
DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery.
IEEE Trans. Circuits Syst. Video Technol., April, 2023
A survey on hyperspectral image restoration: from the view of low-rank tensor approximation.
Sci. China Inf. Sci., April, 2023
Remote. Sens., January, 2023
IEEE Trans. Image Process., 2023
Bayesian Nonlocal Patch Tensor Factorization for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2023
IEEE Trans. Image Process., 2023
Extended Vision Transformer (ExViT) for Land Use and Land Cover Classification: A Multimodal Deep Learning Framework.
IEEE Trans. Geosci. Remote. Sens., 2023
UCSL: Toward Unsupervised Common Subspace Learning for Cross-Modal Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2023
Poissonian Blurred Hyperspectral Imagery Denoising Based on Variable Splitting and Penalty Technique.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Large Kernel Sparse ConvNet Weighted by Multi-Frequency Attention for Remote Sensing Scene Understanding.
IEEE Trans. Geosci. Remote. Sens., 2023
Learning Double Subspace Representation for Joint Hyperspectral Anomaly Detection and Noise Removal.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Efficient Object Detection in Optical Remote Sensing Imagery via Attention-Based Feature Distillation.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Orthogonal Subspace Unmixing to Address Spectral Variability for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
LRR-Net: An Interpretable Deep Unfolding Network for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
S<sup>2</sup>DMSC: A Self-Supervised Deep Multilevel Subspace Clustering Approach for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion.
IEEE Trans. Geosci. Remote. Sens., 2023
Toward Hierarchical Adaptive Alignment for Aerial Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2023
Spatial Data Augmentation: Improving the Generalization of Neural Networks for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Cybern., 2023
GuidedNet: A General CNN Fusion Framework via High-Resolution Guidance for Hyperspectral Image Super-Resolution.
IEEE Trans. Cybern., 2023
Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Efficient and Robust: A Cross-Modal Registration Deep Wavelet Learning Method for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Automatic 3D Multiple Building Change Detection Model Based on Encoder-Decoder Network Using Highly Unbalanced Remote Sensing Datasets.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Remote Sensing Image Fusion With Task-Inspired Multiscale Nonlocal-Attention Network.
IEEE Geosci. Remote. Sens. Lett., 2023
TAttMSRecNet: Triplet-attention and multiscale reconstruction network for band selection in hyperspectral images.
Expert Syst. Appl., 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks.
CoRR, 2023
Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package.
CoRR, 2023
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
RGB-Infrared Multi-Modal Remote Sensing Object Detection Using CNN and Transformer Based Feature Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Element-Wise Feature Relation Learning Network for Cross-Spectral Image Patch Matching.
IEEE Trans. Neural Networks Learn. Syst., 2022
Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022
Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.
IEEE Trans. Neural Networks Learn. Syst., 2022
Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.
IEEE Trans. Image Process., 2022
IEEE Trans. Image Process., 2022
Edge-Conditioned Feature Transform Network for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Image Denoising Using Spectral-Spatial Transform-Based Sparse and Low-Rank Representations.
IEEE Trans. Geosci. Remote. Sens., 2022
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
N-Cluster Loss and Hard Sample Generative Deep Metric Learning for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Graph Learning Based on Signal Smoothness Representation for Homogeneous and Heterogeneous Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2022
Multipatch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral and LiDAR Data Classification Using Joint CNNs and Morphological Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Unsupervised and Unregistered Hyperspectral Image Super-Resolution With Mutual Dirichlet-Net.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Separable Coupled Dictionary Learning for Large-Scene Precise Classification of Multispectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Hyperspectral Pansharpening With Adaptive Feature Modulation-Based Detail Injection Network.
IEEE Trans. Geosci. Remote. Sens., 2022
Cluster-Memory Augmented Deep Autoencoder via Optimal Transportation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens., 2022
A Bipartite Graph Partition-Based Coclustering Approach With Graph Nonnegative Matrix Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
Graph Convolutional Sparse Subspace Coclustering With Nonnegative Orthogonal Factorization for Large Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Variable Subpixel Convolution Based Arbitrary-Resolution Hyperspectral Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
ArbRPN: A Bidirectional Recurrent Pansharpening Network for Multispectral Images With Arbitrary Numbers of Bands.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Local Similarity-Based Spatial-Spectral Fusion Hyperspectral Image Classification With Deep CNN and Gabor Filtering.
IEEE Trans. Geosci. Remote. Sens., 2022
A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A Quadratic Morphological Deep Neural Network Fusing Radar and Optical Data for the Mapping of Burned Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
SGML: A Symmetric Graph Metric Learning Framework for Efficient Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Hyperspectral Image Classification - Traditional to Deep Models: A Survey for Future Prospects.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Machine Learning Approaches to Automatically Detect Glacier Snow Lines on Multi-Spectral Satellite Images.
Remote. Sens., 2022
PolSAR Scene Classification via Low-Rank Constrained Multimodal Tensor Representation.
Remote. Sens., 2022
Semi-Supervised Mixtures of Factor Analyzers Feature Extraction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Total Variation Regularized Weighted Tensor Ring Decomposition for Missing Data Recovery in High-Dimensional Optical Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022
Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2022
ISPRS Int. J. Geo Inf., 2022
Robust linear unmixing with enhanced constraint of classification for hyperspectral remote sensing imagery.
IET Image Process., 2022
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection.
CoRR, 2022
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery.
CoRR, 2022
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review.
CoRR, 2022
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.
CoRR, 2022
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives.
CoRR, 2022
A dual-stream high resolution network: Deep fusion of GF-2 and GF-3 data for land cover classification.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Robust Linear Unmixing for Hyperspectral Remote Sensing Imagery Based on Enhanced Constraint of Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Deep Learning of Radiometrical and Geometrical Sar Distorsions for Image Modality translations.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Geometric Multimodal Learning Based on Local Signal Expansion for Joint Diagonalization.
IEEE Trans. Signal Process., 2021
IEEE Trans. Image Process., 2021
Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021
Hyperspectral Image Mixed Noise Removal Based on Multidirectional Low-Rank Modeling and Spatial-Spectral Total Variation.
IEEE Trans. Geosci. Remote. Sens., 2021
l₀-l₁ Hybrid Total Variation Regularization and its Applications on Hyperspectral Image Mixed Noise Removal and Compressed Sensing.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
A Mutual Information-Based Self-Supervised Learning Model for PolSAR Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Hyperspectral Restoration and Fusion With Multispectral Imagery via Low-Rank Tensor-Approximation.
IEEE Trans. Geosci. Remote. Sens., 2021
Graph Relation Network: Modeling Relations Between Scenes for Multilabel Remote-Sensing Image Classification and Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Graph-Induced Aligned Learning on Subspaces for Hyperspectral and Multispectral Data.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2021
Spectral Superresolution of Multispectral Imagery With Joint Sparse and Low-Rank Learning.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Capacity and Limits of Multimodal Remote Sensing: Theoretical Aspects and Automatic Information Theory-Based Image Selection.
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE Trans. Geosci. Remote. Sens., 2021
Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.
IEEE Trans. Cybern., 2021
IEEE Trans. Circuits Syst. Video Technol., 2021
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China.
Remote. Sens., 2021
DSMNN-Net: A Deep Siamese Morphological Neural Network Model for Burned Area Mapping Using Multispectral Sentinel-2 and Hyperspectral PRISMA Images.
Remote. Sens., 2021
Pattern Recognit., 2021
Recent Developments in Parallel and Distributed Computing for Remotely Sensed Big Data Processing.
Proc. IEEE, 2021
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest.
IEEE Geosci. Remote. Sens. Lett., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
Tensor Low-Rank Constraint and $l_0$ Total Variation for Hyperspectral Image Mixed Noise Removal.
IEEE J. Sel. Top. Signal Process., 2021
Geometric Multimodal Deep Learning with Multi-Scaled Graph Wavelet Convolutional Network.
CoRR, 2021
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images.
CoRR, 2021
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model.
CoRR, 2021
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization.
CoRR, 2021
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery.
CoRR, 2021
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing.
CoRR, 2021
Sci. China Inf. Sci., 2021
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Hyperspectral Images Super-Resolution via Learning High-Order Coupled Tensor Ring Representation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Spectral Variability Aware Blind Hyperspectral Image Unmixing Based on Convex Geometry.
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Nonlocal Coupled Tensor CP Decomposition for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
PolSAR Feature Extraction Via Tensor Embedding Framework for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Unsupervised and Supervised Feature Extraction Methods for Hyperspectral Images Based on Mixtures of Factor Analyzers.
Remote. Sens., 2020
Graph-Based Data Fusion Applied to: Change Detection and Biomass Estimation in Rice Crops.
Remote. Sens., 2020
Remote. Sens., 2020
Fourier-Based Rotation-Invariant Feature Boosting: An Efficient Framework for Geospatial Object Detection.
IEEE Geosci. Remote. Sens. Lett., 2020
A Pansharpening Approach Based on Multiple Linear Regression Estimation of Injection Coefficients.
IEEE Geosci. Remote. Sens. Lett., 2020
Modified Tensor Distance-Based Multiview Spectral Embedding for PolSAR Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett., 2020
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
IEEE Geosci. Remote. Sens. Lett., 2020
Spectral Unmixing: A Derivation of the Extended Linear Mixing Model From the Hapke Model.
IEEE Geosci. Remote. Sens. Lett., 2020
Inf. Fusion, 2020
Hum. centric Comput. Inf. Sci., 2020
Joint and Progressive Subspace Analysis (JPSA) with Spatial-Spectral Manifold Alignment for Semi-Supervised Hyperspectral Dimensionality Reduction.
CoRR, 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR, 2020
Hyperspectral Image Super-resolution via Deep Spatio-spectral Convolutional Neural Networks.
CoRR, 2020
CoRR, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
IEEE Trans. Signal Process., 2019
Nonlocal Patch Tensor Sparse Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2019
An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
IEEE Trans. Image Process., 2019
Hyperspectral Image Unmixing With Endmember Bundles and Group Sparsity Inducing Mixed Norms.
IEEE Trans. Image Process., 2019
ORSIm Detector: A Novel Object Detection Framework in Optical Remote Sensing Imagery Using Spatial-Frequency Channel Features.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks.
IEEE Trans. Geosci. Remote. Sens., 2019
Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
Superresolution Land Cover Mapping Based on Pixel-, Subpixel-, and Superpixel-Scale Spatial Dependence With Pansharpening Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Soft-Then-Hard Super-Resolution Mapping Based on Pansharpening Technique for Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
HyperPNN: Hyperspectral Pansharpening via Spectrally Predictive Convolutional Neural Networks.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Braids of partitions for the hierarchical representation and segmentation of multimodal images.
Pattern Recognit., 2019
Pattern Recognit., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.
CoRR, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
A Fully Bayesian Approach For Inferring Physical Properties With Credibility Intervals From Noisy Astronomical Data.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
(Semi-) Supervised Mixtures of Factor Analyzers and Deep Mixtures of Factor Analyzers Dimensionality Reduction Algorithms For Hyperspectral Images Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Multimodal-Temporal Fusion: Blending Multimodal Remote Sensing Images to Generate Image Series With High Temporal Resolution.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE Trans. Image Process., 2018
A Variational Pansharpening Approach Based on Reproducible Kernel Hilbert Space and Heaviside Function.
IEEE Trans. Image Process., 2018
Joint Reconstruction and Anomaly Detection From Compressive Hyperspectral Images Using Mahalanobis Distance-Regularized Tensor RPCA.
IEEE Trans. Geosci. Remote. Sens., 2018
Low-Rank Decomposition and Total Variation Regularization of Hyperspectral Video Sequences.
IEEE Trans. Geosci. Remote. Sens., 2018
A Bayesian Procedure for Full-Resolution Quality Assessment of Pansharpened Products.
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
IEEE Trans. Geosci. Remote. Sens., 2018
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote. Sens., 2018
An Assessment of Existing Methodologies to Retrieve Snow Cover Fraction from MODIS Data.
Remote. Sens., 2018
Exploration of Planetary Hyperspectral Images with Unsupervised Spectral Unmixing: A Case Study of Planet Mars.
Remote. Sens., 2018
Remote. Sens., 2018
Expert Syst. J. Knowl. Eng., 2018
CoRR, 2018
Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping.
IEEE Access, 2018
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Classification Using Unmixing Models in Areas With Substantial Endmember Variability.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
A Novel Highly Parallel Algorithm For The Detection And Tracking Of Chemical Gas Plumes Using Hyperspectral Video Sequences.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Endmembers as Directional Data for Robust Material Variability Retrieval in Hyperspectral Image Unmixing.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
Evaluation of the New Information in the H/α Feature Space Provided by ICA in PolSAR Data Analysis.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Computational Imaging, 2017
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Using Multiple Subpixel Shifted Images With Spatial-Spectral Information in Soft-Then-Hard Subpixel Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Relationships Between Nonlinear and Space-Variant Linear Models in Hyperspectral Image Unmixing.
IEEE Signal Process. Lett., 2017
Pattern Recognit., 2017
IEEE Geosci. Remote. Sens. Lett., 2017
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation.
CoRR, 2017
Cellular Automata-Based Image Sequence Denoising Algorithm for Signal Dependent Noise.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Using time series to improve endmembers estimation on multispectral images for snow monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
A comparison between real and complex Schott spherical symmetry test for PolSAR data analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
2016
IEEE Trans. Medical Imaging, 2016
Hyperspectral Super-Resolution of Locally Low Rank Images From Complementary Multisource Data.
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
IEEE Trans. Image Process., 2016
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.
IEEE Trans. Image Process., 2016
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Evaluation of ICA-Based ICTD for PolSAR Data Analysis Using a Sliding Window Approach: Convergence Rate, Gaussian Sources, and Spatial Correlation.
IEEE Trans. Geosci. Remote. Sens., 2016
Spherical Symmetry of Complex Stochastic Models in Multivariate High-Resolution PolSAR Images.
IEEE Trans. Geosci. Remote. Sens., 2016
Class-Specific Sparse Multiple Kernel Learning for Spectral-Spatial Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples.
Remote. Sens., 2016
Pattern Recognit. Lett., 2016
Multi-resolution analysis techniques and nonlinear PCA for hybrid pansharpening applications.
Multidimens. Syst. Signal Process., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2016
A General Framework for Fast Image Deconvolution with Incomplete Observations. Applications to Unknown Boundaries, Inpainting, Superresolution, and Demosaicing.
CoRR, 2016
Nonnegative CP decomposition of multiangle hyperspectral data: A case study on CRISM observations of Martian ICY surface.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
From local to global unmixing of hyperspectral images to reveal spectral variability.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Multispectral and hyperspectral data fusion based on SAM minimization band assignment approach.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Hyperspectral pansharpening using convex optimization and collaborative total variation regularization.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Pansharpening of hyperspectral images: Exploiting data acquired by multiple platforms.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
IEEE Trans. Medical Imaging, 2015
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2015
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
A Convex Formulation for Hyperspectral Image Superresolution via Subspace-Based Regularization.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
Polarimetric Incoherent Target Decomposition by Means of Independent Component Analysis.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Multisource Data Fusion and Fisher Criterion-Based Nearest Feature Space Approach to Landslide Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Object recognition in hyperspectral images using Binary Partition Tree representation.
Pattern Recognit. Lett., 2015
Proc. IEEE, 2015
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
Spatiotemporal Pattern Recognition and Nonlinear PCA for Global Horizontal Irradiance Forecasting.
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE Geosci. Remote. Sens. Lett., 2015
IEEE J. Sel. Top. Signal Process., 2015
Semiautomatic classification of cementitious materials using scanning electron microscope images.
J. Electronic Imaging, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Fluorosocopic sequence denoising using a motion compensated multi-scale temporal filtering.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Converted measurements random matrix approach to extended target tracking using X-band marine radar data.
Proceedings of the 18th International Conference on Information Fusion, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
An analysis of collaborative representation schemes for the classification of hyperspectral images.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Proceedings of the Fusion in Computer Vision - Understanding Complex Visual Content, 2014
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
Nonlinear Unmixing of Hyperspectral Data Using Semi-Nonnegative Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens., 2014
Remotely Sensed Image Classification Using Sparse Representations of Morphological Attribute Profiles.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Automatic retinal vessel extraction based on directional mathematical morphology and fuzzy classification.
Pattern Recognit. Lett., 2014
Pattern Recognit., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
MultiResolution Analysis and Component Substitution techniques for hyperspectral Pansharpening.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Hyperspectral super-resolution of locally low rank images from complementary multisource data.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Spectral compression of hyperspectral images by means of nonlinear principal component analysis decorrelation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
A new nonparametric method for testing stationarity based on trend analysis in the time marginal distribution.
Proceedings of the IEEE International Conference on Acoustics, 2014
On selecting relevant intrinsic mode functions in empirical mode decomposition: An energy-based approach.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
IEEE Trans. Image Process., 2013
Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens., 2013
Detection of Hedges in a Rural Landscape Using a Local Orientation Feature: From Linear Opening to Path Opening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Detection of Anomalies Produced by Buried Archaeological Structures Using Nonlinear Principal Component Analysis Applied to Airborne Hyperspectral Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Unsupervised methods for the classification of hyperspectral images with low spatial resolution.
Pattern Recognit., 2013
Pattern Recognit., 2013
Using High-Resolution Airborne and Satellite Imagery to Assess Crop Growth and Yield Variability for Precision Agriculture.
Proc. IEEE, 2013
Proc. IEEE, 2013
Proc. IEEE, 2013
Proc. IEEE, 2013
IEEE Geosci. Remote. Sens. Lett., 2013
IEEE Geosci. Remote. Sens. Lett., 2013
On the use of the Hotelling's T<sup>2</sup> statistic for the hierarchical clustering of hyperspectral data.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
The comparability of aggregated emissivity and temperature of heterogeneous pixel to conventional tes methods.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
A comparison study between windowing and binary partition trees for hyperspectral image information mining.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Object recognition in urban hyperspectral images using Binary Partition Tree representation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation.
Proceedings of the IEEE International Conference on Image Processing, 2013
Spatio-temporal cellular automata-based filtering for image sequence denoising: Application to fluoroscopic sequences.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Spectral-Spatial Classification of Hyperspectral Data Based on a Stochastic Minimum Spanning Forest Approach.
IEEE Trans. Image Process., 2012
A Marker-Based Approach for the Automated Selection of a Single Segmentation From a Hierarchical Set of Image Segmentations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009-2010 Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Retrieval of the Height of Buildings From WorldView-2 Multi-Angular Imagery Using Attribute Filters and Geometric Invariant Moments.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012
A spatial-spectral kernel-based approach for the classification of remote-sensing images.
Pattern Recognit., 2012
Proc. IEEE, 2012
Linear Versus Nonlinear PCA for the Classification of Hyperspectral Data Based on the Extended Morphological Profiles.
IEEE Geosci. Remote. Sens. Lett., 2012
IEEE J. Sel. Top. Signal Process., 2012
Fusion of hyperspectral and panchromatic images using multiresolution analysis and nonlinear PCA band reduction.
EURASIP J. Adv. Signal Process., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Physic based aggregation model for the unmixing of temperature and optical properties in the infrared domain.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012
Generalized bilinear model based nonlinear unmixing using semi-nonnegative matrix factorization.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A support vector regression approach for building seismic vulnerability assessment and evaluation from remote sensing and in-situ data.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Image fusion and spectral unmixing of hyperspectral images for spatial improvement of classification maps.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Unsupervised nonlinear spectral unmixing by means of NLPCA applied to hyperspectral imagery.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
River network detection on simulated swot images based on curvilinear denoising and morphological detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
A class of robust estimates for detection in hyperspectral images using elliptical distributions background.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hedges detection using local directional features and support vector data description.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Fusion of hyperspectral and panchromatic images: A hybrid use of indusion and nonlinear PCA.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features.
J. Signal Process. Syst., 2011
J. Signal Process. Syst., 2011
IEEE Trans. Geosci. Remote. Sens., 2011
Intercomparison and Validation of Techniques for Spectral Unmixing of Hyperspectral Images: A Planetary Case Study.
IEEE Trans. Geosci. Remote. Sens., 2011
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Classification of Hyperspectral Images by Using Extended Morphological Attribute Profiles and Independent Component Analysis.
IEEE Geosci. Remote. Sens. Lett., 2011
Support Vector Regression for the Estimation of Forest Stand Parameters Using Airborne Laser Scanning.
IEEE Geosci. Remote. Sens. Lett., 2011
Spectral Unmixing for the Classification of Hyperspectral Images at a Finer Spatial Resolution.
IEEE J. Sel. Top. Signal Process., 2011
IEEE J. Sel. Top. Signal Process., 2011
Extended morphological profiles using auto-associative neural networks for hyperspectral data classification.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Validation of spectral unmixing algorithms applied on CRISM/MRO hyperspectral images.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Hierarchical Analysis of Remote Sensing Data: Morphological Attribute Profiles and Binary Partition Trees.
Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Improved Binary Partition Tree construction for hyperspectral images: Application to object detection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A Stochastic Minimum Spanning Forest approach for spectral-spatial classification of hyperspectral images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Marker-based Hierarchical Segmentation and classification approach for hyperspectral imagery.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers.
IEEE Trans. Syst. Man Cybern. Part B, 2010
IEEE Trans. Geosci. Remote. Sens., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images.
Pattern Recognit. Lett., 2010
Segmentation and classification of hyperspectral images using watershed transformation.
Pattern Recognit., 2010
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Classification of hyperspectral images by using morphological attribute filters and Independent Component Analysis.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Super-resolution: an efficient method to improve spatial resolution of hyperspectral images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
A multiple classifier approach for spectral-spatial classification of hyperspectral data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Support vector machines regression for estimation of forest parameters from airborne laser scanning data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Comparison of merging orders and pruning strategies for Binary Partition Tree in hyperspectral data.
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Geometrical features for the classification of very high resolution multispectral remote-sensing images.
Proceedings of the International Conference on Image Processing, 2010
2009
Spectral-Spatial Classification of Hyperspectral Imagery Based on Partitional Clustering Techniques.
IEEE Trans. Geosci. Remote. Sens., 2009
Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2009
Pansharpening Quality Assessment Using the Modulation Transfer Functions of Instruments.
IEEE Trans. Geosci. Remote. Sens., 2009
Support Vector Reduction in SVM Algorithm for Abrupt Change Detection in Remote Sensing.
IEEE Geosci. Remote. Sens. Lett., 2009
Detection and Localization of Transient Sources: Comparative Study of Complex-Lag Distribution Concept Versus Wavelets and Spectrogram-Based Methods.
EURASIP J. Adv. Signal Process., 2009
Kernel Principal Component Analysis for the Classification of Hyperspectral Remote Sensing Data over Urban Areas.
EURASIP J. Adv. Signal Process., 2009
Classification of hyperspectral images using automatic marker selection and Minimum Spanning Forest.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Morphological Image Distances for Hyperspectral Dimensionality Exploration using Kernel-PCA and ISOMAP.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Classification based Marker Selection for Watershed Transform of Hyperspectral Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Kernel Principal Component Analysis for the Construction of the Extended Morphological Profile.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Directional mathematical morphology for the detection of the road network in Very High Resolution remote sensing images.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Unsupervised classification of hyperspectral images by using linear unmixing algorithm.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
High-Resolution SAR Interferometry: Estimation of Local Frequencies in the Context of Alpine Glaciers.
IEEE Trans. Geosci. Remote. Sens., 2008
Synthesis of Multispectral Images to High Spatial Resolution: A Critical Review of Fusion Methods Based on Remote Sensing Physics.
IEEE Trans. Geosci. Remote. Sens., 2008
IEEE Trans. Geosci. Remote. Sens., 2008
Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.
IEEE Trans. Geosci. Remote. Sens., 2008
Improving MODIS Spatial Resolution for Snow Mapping Using Wavelet Fusion and ARSIS Concept.
IEEE Geosci. Remote. Sens. Lett., 2008
Urban Mapping Using Coarse SAR and Optical Data: Outcome of the 2007 GRSS Data Fusion Contest.
IEEE Geosci. Remote. Sens. Lett., 2008
Indusion: Fusion of Multispectral and Panchromatic Images Using the Induction Scaling Technique.
IEEE Geosci. Remote. Sens. Lett., 2008
Practical use of receiver operating characteristic analysis to assess the performances of defect detection algorithms.
J. Electronic Imaging, 2008
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation.
Neurocomputing, 2008
Fusion of Local Statistical Parameters for Buried Underwater Mine Detection in Sonar Imaging.
EURASIP J. Adv. Signal Process., 2008
Gradient Optimization for multiple kernel's parameters in support vector machines classification.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Classification of basic roof types based on VHR optical data and digital elevation model.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Assessment of Feature Selection Techniques for Support Vector Machine Classification of Satellite Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion.
Proceedings of the International Conference on Image Processing, 2008
Adaptive pixel neighborhood definition for the classification of hyperspectral images with support vector machines and composite kernel.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Combining Airborne Photographs and Spaceborne SAR Data to Monitor Temperate Glaciers: Potentials and Limits.
IEEE Trans. Geosci. Remote. Sens., 2007
Comparison of Pansharpening Algorithms: Outcome of the 2006 GRS-S Data-Fusion Contest.
IEEE Trans. Geosci. Remote. Sens., 2007
Higher-Order Statistics for the Detection of Small Objects in a Noisy Background Application on Sonar Imaging.
EURASIP J. Adv. Signal Process., 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Abrupt change detection on multitemporal remote sensing images: a statistical overview of methodologies applied on real cases.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
IEEE Trans. Geosci. Remote. Sens., 2006
Estimation of polarization parameters using time-frequency representations and its application to waves separation.
Signal Process., 2006
Classification of remote sensing images from urban areas using a fuzzy possibilistic model.
IEEE Geosci. Remote. Sens. Lett., 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Fusion of Morphological and Spectral Information for Classification of Hyperspectal Urban Remote Sensing Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Evaluation of Kernels for Multiclass Classification of Hyperspectral Remote Sensing Data.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
IEEE Trans. Signal Process., 2005
Pattern Recognit. Lett., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Classification of hyperspectral data from urban areas using morphological preprocessing and independent component analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004
Order filter with progressively decimated filtering window: application to colour image enhancement.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Lossless compact histogram representation for multi-component images: application to histogram equalization.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
On the use of morphological alternated sequential filters for the classification of remote sensing images from urban areas.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003
Simultaneous group and phase correction for the estimation of dispersive propagating waves in the time-frequency plane.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Proceedings of the 11th European Signal Processing Conference, 2002
1999
IEEE Trans. Geosci. Remote. Sens., 1999
Watershed approaches for color image segmentation.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999
Real Time Vector Median Like Filter FPGA Design and Application to Color Image Filtering.
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Adaptive directional order filters and mathematical morphology for road network extraction on SAR images.
Proceedings of the 9th European Signal Processing Conference, 1998