Xin Xu

Orcid: 0000-0001-9211-6606

Affiliations:
  • Wuhan University, Electronic and Information School, LIESMARS, Signal Processing Lab, China


According to our database1, Xin Xu authored at least 52 papers between 2012 and 2024.

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Bibliography

2024
Crop Segmentation of Unmanned Aerial Vehicle Imagery Using Edge Enhancement Network.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Night vision self-supervised Reflectance-Aware Depth Estimation based on reflectance.
J. Vis. Commun. Image Represent., December, 2023

Multi-Domain Fusion Graph Network for Semi-Supervised PolSAR Image Classification.
Remote. Sens., January, 2023

2022
Composite Sequential Network With POA Attention for PolSAR Image Analysis.
IEEE Trans. Geosci. Remote. Sens., 2022

RDP-Net: Region Detail Preserving Network for Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Generalized Zero-Shot Domain Adaptation for Unsupervised Cross-Domain PolSAR Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

PCBA-Net: Pyramidal Convolutional Block Attention Network for Synthetic Aperture Radar Image Change Detection.
Remote. Sens., 2022

DA2Net: Distraction-Attention-Driven Adversarial Network for Robust Remote Sensing Image Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

A General Feature Paradigm for Unsupervised Cross-Domain PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Statistical Scattering Component-Based Subspace Alignment for Unsupervised Cross-Domain PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Deep Graph Cluster Based Unsupervised Representation Learning for PolSAR Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Eigenvalue Statistical Components-Based PU-Learning for PolSAR Built-Up Areas Extraction and Cross-Domain Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Learning Rotation Domain Deep Mutual Information Using Convolutional LSTM for Unsupervised PolSAR Image Classification.
Remote. Sens., 2020

AMN: Attention Metric Network for One-Shot Remote Sensing Image Scene Classification.
Remote. Sens., 2020

Component Ratio-Based Distances for Cross-Source PolSAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2020

Dynamic Traffic Detection and Modeling for Beidou Satellite Networks.
J. Sensors, 2020

Learning Relation by Graph Neural Network for SAR Image Few-Shot Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

DBC: Deep Boundaries Combination for Farmland Boundary Detection Based on UAV Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Dynamic Fractal Texture Analysis for PolSAR Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2019

Water-Quality Classification of Inland Lakes Using Landsat8 Images by Convolutional Neural Networks.
Remote. Sens., 2019

Object-Based Crack Detection and Attribute Extraction From Laser-Scanning 3D Profile Data.
IEEE Access, 2019

SAR-to-Optical Image Translation Using Supervised Cycle-Consistent Adversarial Networks.
IEEE Access, 2019

A Class Activation Mapping Guided Adversarial Training Method for Land-Use Classification and Object Detection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Built-Up Areas Extraction from Polsar Imagery Via Eigenvalue Statistical Information and Pu-Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Multi-Pixel Simultaneous Classification of PolSAR Image Using Convolutional Neural Networks.
Sensors, 2018

A Component Decomposition Model for 3D Laser Scanning Pavement Data Based on High-Pass Filtering and Sparse Analysis.
Sensors, 2018

Gaofen-3 PolSAR Image Classification via XGBoost and Polarimetric Spatial Information.
Sensors, 2018

A Generalized Zero-Shot Learning Framework for PolSAR Land Cover Classification.
Remote. Sens., 2018

A DLM-LSTM Framework for North-South Land Deformation Trend Analysis from Low-Cost GPS Sensor Time Series.
J. Sensors, 2018

Exploring Convolutional Lstm for Polsar Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Deformable ConvNet with Aspect Ratio Constrained NMS for Object Detection in Remote Sensing Imagery.
Remote. Sens., 2017

Unified management and control of heterogeneous water quality measuring devices via edge computing nodes.
Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016
Individual Building Extraction from TerraSAR-X Images Based on Ontological Semantic Analysis.
Remote. Sens., 2016

Unsupervised Classification of PolSAR Imagery via Kernel Sparse Subspace Clustering.
IEEE Geosci. Remote. Sens. Lett., 2016

Forest Vertical Parameter Estimation Using PolInSAR Imagery Based on Radiometric Correction.
ISPRS Int. J. Geo Inf., 2016

Implementation of Real-Time Vehicle Tracking in City-Scale Video Network.
Cybern. Syst., 2016

Metric learning based collapsed building extraction from post-earthquake PolSAR imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Bayesian Information Criterion Based Feature Filtering for the Fusion of Multiple Features in High-Spatial-Resolution Satellite Scene Classification.
J. Sensors, 2015

Region-based change detection of PolSAR images using analytic information-theoretic divergence.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Multiple feature fusion using a multiset aggregated canonical correlation analysis for high spatial resolution satellite image scene classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Extraction of Built-up Areas From Fully Polarimetric SAR Imagery Via PU Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Change Detection in High-Resolution SAR Images Based on Jensen-Shannon Divergence and Hierarchical Markov Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Attributed scattering center feature extraction of high resolution SAR image and classification algorithm.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Unsupervised classification of PolSAR data using large scale spectral clustering.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Road extraction for SAR imagery based on the combination of beamlet and a selected kernel.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
SAR Images Statistical Modeling and Classification Based on the Mixture of Alpha-Stable Distributions.
Remote. Sens., 2013

Optimisation of multi-channel cooperative sensing in cognitive radio networks.
IET Commun., 2013

Weakly supervised object extraction with iterative contour prior for remote sensing images.
EURASIP J. Adv. Signal Process., 2013

Unsupervised PolSAR image classification based on ensemble partitioning.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Target detection on high-resolution SAR image using Part-based CFAR Model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

The algorithm of building area extraction based on boundary prior and conditional random field for SAR image.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
A learning-based target decomposition method using Kernel KSVD for polarimetric SAR image classification.
EURASIP J. Adv. Signal Process., 2012


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