Xiaoxiang Zhu

According to our database1, Xiaoxiang Zhu authored at least 220 papers between 2008 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2020

2019
Has Dongying developed to a ghost city? - Evidence from multi-temporal population estimation based on VHR remote sensing and census counts.
Computers, Environment and Urban Systems, 2019

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.
IEEE Trans. Image Processing, 2019

Fusion of Heterogeneous Earth Observation Data for the Classification of Local Climate Zones.
IEEE Trans. Geoscience and Remote Sensing, 2019

Nonlocal Compressive Sensing-Based SAR Tomography.
IEEE Trans. Geoscience and Remote Sensing, 2019

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks.
IEEE Trans. Geoscience and Remote Sensing, 2019

Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2019

R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial Images and Videos.
IEEE Trans. Geoscience and Remote Sensing, 2019

MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data.
IEEE Trans. Geoscience and Remote Sensing, 2019

CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences.
IEEE Trans. Geoscience and Remote Sensing, 2019

Bistatic-Like Differential SAR Tomography.
IEEE Trans. Geoscience and Remote Sensing, 2019

Large-Area Characterization of Urban Morphology - Mapping of Built-Up Height and Density Using TanDEM-X and Sentinel-2 Data.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2019

Spatial Baseline Optimization for Spaceborne Multistatic SAR Tomography Systems.
Sensors, 2019

New Approaches for Robust and Efficient Detection of Persistent Scatterers in SAR Tomography.
Remote Sensing, 2019

Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network.
Remote Sensing, 2019

Super-Resolved Multiple Scatterers Detection in SAR Tomography Based on Compressive Sensing Generalized Likelihood Ratio Test (CS-GLRT).
Remote Sensing, 2019

A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion.
Remote Sensing, 2019

Model Fusion for Building Type Classification from Aerial and Street View Images.
Remote Sensing, 2019

Building Footprint Generation Using Improved Generative Adversarial Networks.
IEEE Geosci. Remote Sensing Lett., 2019

Fusion of Multi-Sensor-Derived Heights and OSM-Derived Building Footprints for Urban 3D Reconstruction.
ISPRS Int. J. Geo-Information, 2019

GeoSay: A geometric saliency for extracting buildings in remote sensing images.
Computer Vision and Image Understanding, 2019

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification.
CoRR, 2019

Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification.
CoRR, 2019

Learning Shared Cross-modality Representation Using Multispectral-LiDAR and Hyperspectral Data.
CoRR, 2019

Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding.
CoRR, 2019

A Review of Point Cloud Semantic Segmentation.
CoRR, 2019

Relation Network for Multi-label Aerial Image Classification.
CoRR, 2019

SEN12MS - A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion.
CoRR, 2019

Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification.
CoRR, 2019

Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep Features.
Proceedings of the Joint Urban Remote Sensing Event, 2019

BFGAN - building footprint extraction from satellite images.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXt.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Building Instance Classification using Social Media Images.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Towards the Reconstruction of Prismatic Building Models by SAR-Optical Stereogrammetry.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Automatic Registration of SAR Image and GIS Building Footprints Data in Dense Urban Area.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Footprint Extraction with Graph Convolutional Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Non-Local SAR Tomography for Large-Scale Urban Mapping.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Spatial Relational Reasoning in Networks for Improving Semantic Segmentation of Aerial Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mitigation of Positioning Bias in PSI Point Clouds.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Robust Image Sequence Registration Algorithm for Videosar Combining Surf with Inter-Frame Processing.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Label Relation Inference for Multi-Label Aerial Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment.
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

Mutual Information Analysis of Social Media Images and Building Functions.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Uavsar Tomography of Munich.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Type Classification from Social Media Texts via Geo-Spatial Textmining.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

The Challenge of Creating The Sarptical Dataset.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Skin Lesion Segmentation Based on Improved U-net.
Proceedings of the 2019 IEEE Canadian Conference of Electrical and Computer Engineering, 2019

2018
InSAR-BM3D: A Nonlocal Filter for SAR Interferometric Phase Restoration.
IEEE Trans. Geoscience and Remote Sensing, 2018

A Fast and Accurate Basis Pursuit Denoising Algorithm With Application to Super-Resolving Tomographic SAR.
IEEE Trans. Geoscience and Remote Sensing, 2018

Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network.
IEEE Trans. Geoscience and Remote Sensing, 2018

Corrections to "Deep Recurrent Neural Networks for Hyperspectral Image Classification".
IEEE Trans. Geoscience and Remote Sensing, 2018

Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv Network for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2018

Automatic Detection and Positioning of Ground Control Points Using TerraSAR-X Multiaspect Acquisitions.
IEEE Trans. Geoscience and Remote Sensing, 2018

HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2018

Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition.
IEEE Trans. Geoscience and Remote Sensing, 2018

Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting.
IEEE Trans. Geoscience and Remote Sensing, 2018

A Nonlocal InSAR Filter for High-Resolution DEM Generation From TanDEM-X Interferograms.
IEEE Trans. Geoscience and Remote Sensing, 2018

Spaceborne Staring Spotlight SAR Tomography - A First Demonstration With TerraSAR-X.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Fusion of Urban TanDEM-X Raw DEMs Using Variational Models.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2018

Sidelobe Suppression with Resolution Maintenance for SAR Images via Sparse Representation.
Sensors, 2018

A Review of Ten-Year Advances of Multi-Baseline SAR Interferometry Using TerraSAR-X Data.
Remote Sensing, 2018

Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets.
Remote Sensing, 2018

Geocoding Error Correction for InSAR Point Clouds.
Remote Sensing, 2018

Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data.
Remote Sensing, 2018

Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks.
Remote Sensing, 2018

Mining Hard Negative Samples for SAR-Optical Image Matching Using Generative Adversarial Networks.
Remote Sensing, 2018

Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN.
IEEE Geosci. Remote Sensing Lett., 2018

SULoRA: Subspace Unmixing With Low-Rank Attribute Embedding for Hyperspectral Data Analysis.
J. Sel. Topics Signal Processing, 2018

Are the Poor Digitally Left Behind? Indications of Urban Divides Based on Remote Sensing and Twitter Data.
ISPRS Int. J. Geo-Information, 2018

Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification.
ISPRS Int. J. Geo-Information, 2018

Non-Local Compressive Sensing Based SAR Tomography.
CoRR, 2018

R3-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos.
CoRR, 2018

Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification.
CoRR, 2018

Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification.
CoRR, 2018

The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion.
CoRR, 2018

Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network.
CoRR, 2018

RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images.
CoRR, 2018

IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network.
CoRR, 2018

Building Instance Classification Using Street View Images.
CoRR, 2018

The SARptical Dataset for Joint Analysis of SAR and Optical Image in Dense Urban Area.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SAR Tomography Using Non-Local Sparse Reconstruction.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Recurrent Convolutional Neural Network for Land Cover Change Detection in Multispectral Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Hierarchical Region Based Convolution Neural Network for Multiscale Object Detection in Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Generative Adversarial Networks for Hard Negative Mining in CNN-Based SAR-Optical Image Matching.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Classification of Settlement Types from Tweets Using LDA and LSTM.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

LAHNet: A Convolutional Neural Network Fusing Low- and High-Level Features for Aerial Scene Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Exploring Sentinel-L Data for Local Climate Zone Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban TanDEM-X Raw DEM Fusion Based ON TV-L1 and Huber Models.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Pass SAR Interferometry for 3D Reconstruction of Complex Mountainous Areas Based on Robust Low Rank Tensor Decomposition.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling.
Proceedings of the 21st International Conference on Information Fusion, 2018

Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Label Propagation Algorithm Based on Adaptive H Index.
Proceedings of the Data Mining and Big Data - Third International Conference, 2018

An Improved Optimization of Link-Based Label Propagation Algorithm.
Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

Local Community Detection Using Greedy Algorithm with Probability.
Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017
Multisensor Coupled Spectral Unmixing for Time-Series Analysis.
IEEE Trans. Geoscience and Remote Sensing, 2017

Fusing Meter-Resolution 4-D InSAR Point Clouds and Optical Images for Semantic Urban Infrastructure Monitoring.
IEEE Trans. Geoscience and Remote Sensing, 2017

Deep Recurrent Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Robust Object-Based Multipass InSAR Deformation Reconstruction.
IEEE Trans. Geoscience and Remote Sensing, 2017

Extended Chirp Scaling-Baseband Azimuth Scaling-Based Azimuth-Range Decouple L1 Regularization for TOPS SAR Imaging via CAMP.
IEEE Trans. Geoscience and Remote Sensing, 2017

L1-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing.
IEEE Trans. Geoscience and Remote Sensing, 2017

Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Learning a Robust Local Manifold Representation for Hyperspectral Dimensionality Reduction.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Hyperspectral and LiDAR Data Fusion Using Extinction Profiles and Deep Convolutional Neural Network.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2017

Deep learning in remote sensing: a review.
CoRR, 2017

Building height estimation in single SAR image using OSM building footprints.
Proceedings of the Joint Urban Remote Sensing Event, 2017

A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Digital deserts on the ground and from space.
Proceedings of the Joint Urban Remote Sensing Event, 2017

FusioNet: A two-stream convolutional neural network for urban scene classification using PolSAR and hyperspectral data.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Robust blind scatterer separation in multibaseline InSAR.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Comparative evaluation of signal-based and descriptor-based similarity measures for SAR-optical image matching.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fully conv-deconv network for unsupervised spectral-spatial feature extraction of hyperspectral imagery via residual learning.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Identifying corresponding patches in SAR and optical imagery with a convolutional neural network.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Automatic positioning of SAR ground control points from multi-aspect TerraSAR-X acquisitions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Improve multi-baseline InSAR parameter retrieval by semantic information from optical images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Evaluation of polsar similarity measures with spectral clustering.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Feature fusion of hyperspectral and lidar data using extinction profiles and total variation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Nonlocal InSAR filtering for high resolution DEM generation from TanDEM-X interferograms.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of TanDEM-X and Cartosat-1 DEMS using TV-norm regularization and ANN-predicted weights.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of SAR and optical remote sensing data - Challenges and recent trends.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust linear unmixing with enhanced sparsity.
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

Earth Observation Using SAR and Social Media Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
Geodetic SAR Tomography.
IEEE Trans. Geoscience and Remote Sensing, 2016

Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm.
IEEE Trans. Geoscience and Remote Sensing, 2016

Robust Estimators for Multipass SAR Interferometry.
IEEE Trans. Geoscience and Remote Sensing, 2016

Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds.
IEEE Trans. Geoscience and Remote Sensing, 2016

Three-Dimensional Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multitrack TerraSAR-X Data Stacks.
IEEE Trans. Geoscience and Remote Sensing, 2016

Extinction Profiles for the Classification of Remote Sensing Data.
IEEE Trans. Geoscience and Remote Sensing, 2016

Demonstration of Single-Pass Millimeterwave SAR Tomography for Forest Volumes.
IEEE Geosci. Remote Sensing Lett., 2016

Unambiguous SAR Imaging for Nonuniform DPC Sampling: ℓq Regularization Method Using Filter Bank.
IEEE Geosci. Remote Sensing Lett., 2016

Hyperspectral Data Classification Using Extended Extinction Profiles.
IEEE Geosci. Remote Sensing Lett., 2016

A Self-Improving Convolution Neural Network for the Classification of Hyperspectral Data.
IEEE Geosci. Remote Sensing Lett., 2016

Graph-regularized coupled spectral unmixing for multisensor time-series analysis.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Object based fusion of polarimetric SAR and hyperspectral imaging for land use classification.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The K-LLE algorithm for nonlinear dimensionality ruduction of large-scale hyperspectral data.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Extended extinction profile for the classification of hyperspectral images.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Analysis of super-resolution radar imaging based on sparse regularization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Robust multibaseline InSAR optimization.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Forest remote sensing on the individual tree level by airborne millimeterwave SAR.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

SAR ground control point identification with the aid of high resolution optical data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Object-based InSAR deformation reconstruction with application to bridge monitoring.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Intra-pulse velocity compensation for HRWS-SAR with high squint looking.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Extinction profiles: A novel approach for the analysis of remote sensing data.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

GPU-based nonlocal filtering for large scale SAR processing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds.
IEEE Trans. Geoscience and Remote Sensing, 2015

Precise Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers With TerraSAR-X.
IEEE Trans. Geoscience and Remote Sensing, 2015

Automatic Feature-Based Geometric Fusion of Multiview TomoSAR Point Clouds in Urban Area.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2015

Joint Sparsity Model for Multilook Hyperspectral Image Unmixing.
IEEE Geosci. Remote Sensing Lett., 2015

Joint Sparsity in SAR Tomography for Urban Mapping.
J. Sel. Topics Signal Processing, 2015

A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis.
Computers & Chemical Engineering, 2015

Graph regularized coupled spectral unmixing for change detection.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Splitting the hyperspectral-multispectral image fusion problem autonomously into weighted pan-sharpening tasks - The spectral grouping concept.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Dynamic dictionary learning strategies for sparse representation based hyperspectral image enhancement.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Hyperspectral resolution enhancement using multisensor image data.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Detection of buildings in spaceborne TomoSAR point clouds via hybrid region growing and energy minimization technique.
Proceedings of the Joint Urban Remote Sensing Event, 2015

The robust InSAR optimization framework with application to monitoring cities on volcanoes.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Exploiting sparsity in remote sensing and earth observation: Theory, applications and future trends.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Semantic interpretation of InSAR point clouds.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Automatic coastline detection in non-locally filtered tandem-X data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Compressive sensing for neutrospheric water vapor tomography using GNSS and InSAR observations.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Sparse pixel-wise spectral unmixing - Which algorithm to use and how to improve the results.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Region growing based nonlocal filtering for InSAR.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Optimized parallelization of non-local means filter for image noise reduction of InSAR image.
Proceedings of the IEEE International Conference on Information and Automation, 2015

Controlled seeding from multiple micromixers for tailoring the product size distribution in a semi-continuous crystallizer design.
Proceedings of the American Control Conference, 2015

2014
Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds.
IEEE Trans. Geoscience and Remote Sensing, 2014

Superresolving SAR Tomography for Multidimensional Imaging of Urban Areas: Compressive sensing-based TomoSAR inversion.
IEEE Signal Process. Mag., 2014

An Efficient Tomographic Inversion Approach for Urban Mapping Using Meter Resolution SAR Image Stacks.
IEEE Geosci. Remote Sensing Lett., 2014

The J-SparseFI-HM Hyperspectral resolution enhancement method - Now fully automated.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Spectral-spatial joint sparsity unmixing of hyperspectral data using overcomplete dictionaries.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Geodetic TomoSAR - Fusion of SAR imaging geodesy and TomoSAR for 3D absolute scatterer positioning.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Beyond the 12m TanDEM-X DEM.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Automatic large area reconstruction of building façades from spaceborne TomoSAR point clouds.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hyperspectral image resolution enhancement based on joint sparsity spectral unmixing.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Detection and transmission resource configuration for Space-based Information Network.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
A Sparse Image Fusion Algorithm With Application to Pan-Sharpening.
IEEE Trans. Geoscience and Remote Sensing, 2013

Sparse spectral unmixing with endmember groups pre-selection.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Collaborative sparse reconstruction for pan-sharpening.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Feature-based fusion of tomosar point clouds from multiview TerraSAR-X data stacks.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Reconstruction of building façades using spaceborne multiview TomoSAR point clouds.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Jointly sparse fusion of hyperspectral and multispectral imagery.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Collabrative sparse image fusion with application to pan-sharpening.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Sparse reconstruction techniques in tomographic SAR inversion.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Demonstration of Super-Resolution for Tomographic SAR Imaging in Urban Environment.
IEEE Trans. Geoscience and Remote Sensing, 2012

Super-Resolution Power and Robustness of Compressive Sensing for Spectral Estimation With Application to Spaceborne Tomographic SAR.
IEEE Trans. Geoscience and Remote Sensing, 2012

On the use of overcomplete dictionaries for spectral unmixing.
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A pan-sharpening algorithm based on joint sparsity.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

From TomoSAR Point Clouds to Objects: Façade Reconstruction.
Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing, 2012

Sparse tomographic SAR reconstruction from mixed TerraSAR-X/TanDEM-X data stacks.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Façade structure reconstruction using spaceborne TomoSAR point clouds.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Let's Do the Time Warp: Multicomponent Nonlinear Motion Estimation in Differential SAR Tomography.
IEEE Geosci. Remote Sensing Lett., 2011

Tomographic Imaging and Monitoring of Buildings With Very High Resolution SAR Data.
IEEE Geosci. Remote Sensing Lett., 2011

A fundamental bound for super-resolution - with application to 3D SAR imaging.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Peculiarities of urban area analysis with very high resolution interferometric SAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Advanced coherence stacking technique using high resolution TerraSAR-X spotlight data.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Compressive sensing for image fusion - with application to pan-sharpening.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Multi-component nonlinear motion estimation in differential SAR tomography - the time-warp method.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Within the resolution cell: Super-resolution in tomographic SAR imaging.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Optimal estimation of distributed scatterer phase history parameters from meter-resolution SAR data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Very High Resolution Spaceborne SAR Tomography in Urban Environment.
IEEE Trans. Geoscience and Remote Sensing, 2010

Tomographic SAR Inversion by L1 -Norm Regularization - The Compressive Sensing Approach.
IEEE Trans. Geoscience and Remote Sensing, 2010

Compressive sensing for high resolution differential SAR tomography - the SL1MMER algorithm.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Using AMSR-E land product to monitor the drought process in China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Advanced techniques and new high resolution SAR sensors for monitoring urban areas.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Space-borne High resolution Tomographic Interferometry.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

3D Analysis of Scattering Effects based on Ray Tracing Techniques.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Techniques and Examples for the 3D Reconstruction of Complex Scattering Situations using TerraSAR-X.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
A Simple Method for Land Surface Temperature Retrieval from AMSR-E.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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