Linlin Xu
Orcid: 0000-0002-3488-5199
According to our database1,
Linlin Xu
authored at least 112 papers
between 2012 and 2024.
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Bibliography
2024
Air-Ground Collaborative Resource Optimization in UAV Empowered Cell-Free Massive MIMO Systems.
IEEE Trans. Commun., April, 2024
Weakly Supervised Learning for Pixel-Level Sea Ice Concentration Extraction Using AI4Arctic Sea Ice Challenge Dataset.
IEEE Geosci. Remote. Sens. Lett., 2024
Risk Assessment Method of Power Communication Network Based on Gray Cloud Theory and Matter-Element Extension Model Coupling.
IEEE Access, 2024
2023
A Spatial-Temporal Bayesian Deep Image Prior Model for Moderate Resolution Imaging Spectroradiometer Temporal Mixture Analysis.
Remote. Sens., August, 2023
Region-Based Sea Ice Mapping Using Compact Polarimetric Synthetic Aperture Radar Imagery with Learned Features and Contextual Information.
Remote. Sens., June, 2023
Structure-texture image decomposition via non-convex total generalized variation and convolutional sparse coding.
Vis. Comput., March, 2023
Efficiency Optimization of Wireless Power Transfer System for Electric Vehicle Based on Improved Marine Predators Algorithm.
IEEE Trans. Intell. Transp. Syst., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Uncertainty-Incorporated Ice and Open Water Detection on Dual-Polarized SAR Sea Ice Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Local and Global Spatial Information for Land Cover Semisupervised Classification of Complex Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE Geosci. Remote. Sens. Lett., 2023
Calibration of Uncertainty in Sea Ice Concentration Retrieval With an Auxiliary Prediction Interval Estimator.
IEEE Geosci. Remote. Sens. Lett., 2023
Endmember Variable Mineral Mapping with Bayesian Convolutional Unmixing Network Using Prisma Hyperspectral Imagery.
Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023
Light-Weighted Explainable Dual Transformer Network for Hyperspectral Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
The Influence of Input Image Scale on Deep Learning-Based Beluga Whale Detection from Aerial Remote Sensing Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Incidence Angle Dependence of Texture Features From Dual Polarization Radarsat-2 Sea Ice Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Electric Vehicle Wireless Power Transfer System Active and Passive Magnetic Shielding Design.
Proceedings of the 6th IEEE International Conference on Information Systems and Computer Aided Educatio, 2023
Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
2022
Evaluating the Hydrus-1D Model Optimized by Remote Sensing Data for Soil Moisture Simulations in the Maize Root Zone.
Remote. Sens., December, 2022
IEEE Trans. Intell. Transp. Syst., 2022
Estimating Noise Floor in Sentinel-1 Images With Linear Programming and Least Squares.
IEEE Trans. Geosci. Remote. Sens., 2022
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens., 2022
Semisupervised Hyperspectral Image Classification via Superpixel-Based Graph Regularization With Local and Nonlocal Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Sea-Ice Mapping of RADARSAT-2 Imagery by Integrating Spatial Contexture With Textural Features.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Bayesian Subpixel Mapping of Hyperspectral Imagery via Discrete Endmember Variability Mixture Model and Markov Random Field.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
A Spatial-Temporal Depth-Wise Residual Network for Crop Sub-Pixel Mapping from MODIS Images.
Remote. Sens., 2022
Monitoring and Stability Analysis of the Deformation in the Woda Landslide Area in Tibet, China by the DS-InSAR Method.
Remote. Sens., 2022
Sea Ice-Water Classification of RADARSAT-2 Imagery Based on Residual Neural Networks (ResNet) with Regional Pooling.
Remote. Sens., 2022
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models.
Remote. Sens., 2022
TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction.
IEEE Geosci. Remote. Sens. Lett., 2022
Depthwise Separable ResNet in the MAP Framework for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset.
IEEE Access, 2022
Semi-Supervised Sea Ice Classification of SAR Imagery Based on Graph Convolutional Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Design of Xinjiang Disaster Early Warning Cloud Platform Based on Big Data Technology.
Proceedings of the CAIBDA 2022, 2022
2021
A Depthwise Separable Fully Convolutional ResNet With ConvCRF for Semisupervised Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
CP-IRGS: A Region-Based Segmentation of Multilook Complex Compact Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Novel Model-Based Approaches for Non-Homogenous Atmospheric Compensation of GB-InSAR in the Azimuth and Horizontal Directions.
Remote. Sens., 2021
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2021
A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images.
CoRR, 2021
Glacier classification from Sentinel-2 imagery using spatial-spectral attention convolutional model.
Int. J. Appl. Earth Obs. Geoinformation, 2021
The Impact of Data Volume on Performance of Depp Learning Based Building Rooftop Extraction Using Very High Spatial Resolution Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
IEEE Trans. Instrum. Meas., 2020
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising.
IEEE Trans. Geosci. Remote. Sens., 2020
DML-GANR: Deep Metric Learning With Generative Adversarial Network Regularization for High Spatial Resolution Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2020
Vegetation-Ice-Bare Land Cover Conversion in the Oceanic Glacial Region of Tibet Based on Multiple Machine Learning Classifications.
Remote. Sens., 2020
Evaluation of the MODIS LAI/FPAR Algorithm Based on 3D-RTM Simulations: A Case Study of Grassland.
Remote. Sens., 2020
Performance Specifications for the Roll-Off Factor and Filter Order for Filtered Multitone Modulation in the Maritime VHF Data Exchange System.
Mob. Networks Appl., 2020
Combined Nonlocal Spatial Information and Spatial Group Sparsity in NMF for Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2020
A Deep Learning Approach for Multi-Depth Soil Water Content Prediction in Summer Maize Growth Period.
IEEE Access, 2020
Risk Level Determination of Science and Technology Service Supply Chain with PA-BP Integrated Model.
Proceedings of the 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy, 2020
Evolution of Defect in AlGaN-based Deep Ultraviolet Light Emitting Diodes During Electrical Stress.
Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
A Multi-Scale Technique to Detect Marginal Ice Zones Using Convolutional Neural Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the International Conference on Computer, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
The identification of Impervious Area from Sentinel-2 Imagery Using A Novel Spectral Spatial Residual Convolution Neural Network.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
Automatic Classification of Glaciers from Sentinel-2 Imagery Using A Novel Deep Learning Model.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
Multispectral Images Pan-Sharpening Based on Atrous Convolution Network and Deep Residual Network.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
The Downscaling of the SMOS Global Sea Surface Salinity Product Based on MODIS Data Using a Deep Convolution Network Approach.
Proceedings of the ICAIP 2019: 3rd International Conference on Advances in Image Processing, 2019
2018
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2018
Semiautomated Segmentation of Sentinel-1 SAR Imagery for Mapping Sea Ice in Labrador Coast.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Monte Carlo Methods Appl., 2018
Performance Specifications of Filtered Multitone Modulation for the Roll-off Factor and Filter Order in the Maritime VHF Data Exchange System.
Proceedings of the 2018 IEEE International Conference on Smart Internet of Things (SmartIoT), 2018
Proceedings of the Communications, Signal Processing, and Systems, 2018
2017
A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty.
IEEE Trans. Geosci. Remote. Sens., 2017
Exploring the Potential of Active Learning for Automatic Identification of Marine Oil Spills Using 10-Year (2004-2013) RADARSAT Data.
Remote. Sens., 2017
An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills.
IEEE Geosci. Remote. Sens. Lett., 2017
Real-time road traffic awareness model based on optimal multi-channel self-organized time division multiple access algorithm.
Comput. Electr. Eng., 2017
2016
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction.
IEEE Trans. Geosci. Remote. Sens., 2016
Sea Ice Concentration Estimation During Melt From Dual-Pol SAR Scenes Using Deep Convolutional Neural Networks: A Case Study.
IEEE Trans. Geosci. Remote. Sens., 2016
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
On the Security of a Chaotic Maps-based Three-party Authenticated Key Agreement Protocol.
J. Netw. Intell., 2016
Comput. Aided Des., 2016
Denoising of hyperspectral imagery using an intrinsic spectral representation model with spatial smoothness constraint.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Super-resolution reconstruction of hyperspectral imagery using an spectral unmixing based representational model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
A novel unsupervised classification approach for hyperspectral imagery based on spectral mixture model and MARKOV random field.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning.
IEEE Geosci. Remote. Sens. Lett., 2015
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images.
IEEE Geosci. Remote. Sens. Lett., 2015
On the Security of a Mutual Authentication and Key Agreement Protocol Based on Chaotic Maps.
Proceedings of the Third International Conference on Robot, Vision and Signal Processing, 2015
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
A semi-supervised approach for ice-water classification using dual-polarization SAR satellite imagery.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
Proceedings of the Biometric Recognition - 10th Chinese Conference, 2015
2014
PhD thesis, 2014
IEEE Trans. Geosci. Remote. Sens., 2014
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation.
IEEE Geosci. Remote. Sens. Lett., 2014
Bayesian Classification of Hyperspectral Imagery Based on Probabilistic Sparse Representation and Markov Random Field.
IEEE Geosci. Remote. Sens. Lett., 2014
2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012