Wen Yang

Orcid: 0000-0002-3263-8768

Affiliations:
  • Wuhan University, School of Electronic Information / Collaborative Innovation Center of Geospatial Technology, China (PhD 2004)


According to our database1, Wen Yang authored at least 159 papers between 2005 and 2024.

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Bibliography

2024
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark.
IEEE Trans. Geosci. Remote. Sens., 2024

Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
A survey of uncertainty in deep neural networks.
Artif. Intell. Rev., October, 2023

Learning to Super-Resolve Blurry Images With Events.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Learning to See Through With Events.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Vehicle Detection in High-Resolution Aerial Images with Parallel RPN and Density-Assigner.
Remote. Sens., March, 2023

Single Image Deraining With Continuous Rain Density Estimation.
IEEE Trans. Multim., 2023

Illumination-Guided RGBT Object Detection With Inter- and Intra-Modality Fusion.
IEEE Trans. Instrum. Meas., 2023

Motion Robust High-Speed Light-Weighted Object Detection With Event Camera.
IEEE Trans. Instrum. Meas., 2023

Categorical Inference Poisoning: Verifiable Defense Against Black-Box DNN Model Stealing Without Constraining Surrogate Data and Query Times.
IEEE Trans. Inf. Forensics Secur., 2023

A3Track: Achieving Precise Target Tracking in Aerial Images With Receptive Field Alignment.
IEEE Trans. Geosci. Remote. Sens., 2023

Learning to Find the Optimal Correspondence Between SAR and Optical Image Patches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Fine-Grained Ship Detection in High-Resolution Satellite Images With Shape-Aware Feature Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Learning to Extract Building Footprints From Off-Nadir Aerial Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving.
CoRR, 2023

Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events.
CoRR, 2023

Recovering Continuous Scene Dynamics from A Single Blurry Image with Events.
CoRR, 2023

High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark.
CoRR, 2023

Cross-Modal 2D-3D Localization with Single-Modal Query.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Density-aware Object Detection in Aerial Images.
Proceedings of the 15th International Conference on Digital Image Processing, 2023

2022
Targetless Extrinsic Calibration of Stereo, Thermal, and Laser Sensors in Structured Environments.
IEEE Trans. Instrum. Meas., 2022

Optical-Enhanced Oil Tank Detection in High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Instance Switching-Based Contrastive Learning for Fine-Grained Airplane Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds.
CoRR, 2022

Detecting Line Segments in Motion-blurred Images with Events.
CoRR, 2022

Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark.
CoRR, 2022

Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery.
CoRR, 2022

Towards Robust Visual-Inertial Odometry with Multiple Non-Overlapping Monocular Cameras.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

Synthetic Aperture Imaging with Events and Frames.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Learning Center Probability Map for Detecting Objects in Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2021

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Image super-resolution by learning weighted convolutional sparse coding.
Signal Image Video Process., 2021

A Novel Unsupervised Classification Method for Sandy Land Using Fully Polarimetric SAR Data.
Remote. Sens., 2021

A Normalized Gaussian Wasserstein Distance for Tiny Object Detection.
CoRR, 2021

Toward Efficient and Robust Multiple Camera Visual-inertial Odometry.
CoRR, 2021

Toward Dataset Construction for Remote Sensing Image Interpretation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Motion Deblurring with Real Events.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Event-Based Synthetic Aperture Imaging With a Hybrid Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Dot Distance for Tiny Object Detection in Aerial Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Line-Based 2-D-3-D Registration and Camera Localization in Structured Environments.
IEEE Trans. Instrum. Meas., 2020

Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning.
IEEE Trans. Geosci. Remote. Sens., 2020

Robust Motion Compensation for Event Cameras With Smooth Constraint.
IEEE Trans. Computational Imaging, 2020

Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery.
IEEE Trans. Big Data, 2020

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy.
Remote. Sens., 2020

Efficient Spatial-Temporal Normalization of SAE Representation for Event Camera.
IEEE Robotics Autom. Lett., 2020

ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras.
CoRR, 2020

Asymmetric Siamese Networks for Semantic Change Detection.
CoRR, 2020

Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor.
CoRR, 2020

DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.
CoRR, 2020

Semantic Change Pattern Analysis.
CoRR, 2020

Matching Neuromorphic Events and Color Images via Adversarial Learning.
CoRR, 2020

A Point Cloud-Based Method for Automatic Groove Detection and Trajectory Generation of Robotic Arc Welding Tasks.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020

Monocular Camera Localization in Prior LiDAR Maps with 2D-3D Line Correspondences.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Instance Segmentation with Oriented Proposals for Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Look at the Big Picture: Building Area Extraction with Global Density Map.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Change Detection of Polarimetric SAR Images Using Minkowski Log-Ratio Distance.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Tiny Object Detection in Aerial Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Event-Based High Frame-Rate Video Reconstruction With A Novel Cycle-Event Network.
Proceedings of the IEEE International Conference on Image Processing, 2020

Robust Intensity Image Reconstruciton Based On Event Cameras.
Proceedings of the IEEE International Conference on Image Processing, 2020

Image De-Raining Via RDL: When Reweighted Convolutional Sparse Coding Meets Deep Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Event Enhanced High-Quality Image Recovery.
Proceedings of the Computer Vision - ECCV 2020, 2020

Implicit Euler ODE Networks for Single-Image Dehazing.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Unsupervised Change Detection Based on a Unified Framework for Weighted Collaborative Representation With RDDL and Fuzzy Clustering.
IEEE Trans. Geosci. Remote. Sens., 2019

Variational Bayesian Change Detection of Remote Sensing Images Based on Spatially Variant Gaussian Mixture Model and Separability Criterion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Development of an Autonomous Unmanned Aerial Manipulator Based on a Real-Time Oriented-Object Detection Method.
Sensors, 2019

Detecting Power Lines in UAV Images with Convolutional Features and Structured Constraints.
Remote. Sens., 2019

Mask OBB: A Semantic Attention-Based Mask Oriented Bounding Box Representation for Multi-Category Object Detection in Aerial Images.
Remote. Sens., 2019

K-Matrix: A Novel Change-Pattern Mining Method for SAR Image Time Series.
Remote. Sens., 2019

A Filter for SAR Image Despeckling Using Pre-Trained Convolutional Neural Network Model.
Remote. Sens., 2019

Context Aggregation Network for Semantic Labeling in Aerial Images.
Remote. Sens., 2019

Unsupervised Change Detection of SAR Images Based on Variational Multivariate Gaussian Mixture Model and Shannon Entropy.
IEEE Geosci. Remote. Sens. Lett., 2019

Line-based Camera Pose Estimation in Point Cloud of Structured Environments.
CoRR, 2019

Order-aware Embedding Neural Network for CTR Prediction.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Change Detection of Remote Sensing Images based on Weighted Nonnegative Matrix Factorization.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

PMCMA: Pattern Mining in SAR Time Series by Change Matrix Analysis.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

SAR Image Despeckling Using Pre-trained Convolutional Neural Network Models.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Superpixel-Based Urban Change Detection in SAR Images Using Optimal Transport Distance.
Proceedings of the Joint Urban Remote Sensing Event, 2019

Combined Convolutional and Structured Features for Power Line Detection in UAV Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Mental Retrieval of Large-Scale Satellite Images Via Learned Sketch-Image Deep Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Detecting and Positioning of Wind Turbine Blade Tips for UAV-Based Automatic Inspection.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Context Aggregation Network for Semantic Labeling in Aerial Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Live Demonstration: Real-Time Vi-SLAM With High-Resolution Event Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

DET: A High-Resolution DVS Dataset for Lane Extraction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Polarimetric SAR Image Classification Using Geodesic Distances and Composite Kernels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

An Empirical Study on the Impact of Changing Weather Conditions on Repeat-Pass SAR Tomography.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Geospatial Object Detection in High Resolution Satellite Images Based on Multi-Scale Convolutional Neural Network.
Remote. Sens., 2018

Analysis of large-scale UAV images using a multi-scale hierarchical representation.
Geo spatial Inf. Sci., 2018

Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Geo spatial Inf. Sci., 2018

Toward Autonomous Rotation-Aware Unmanned Aerial Grasping.
CoRR, 2018

Deep Semi-Nonnegative Matrix Factorization Based Unsupervised Change Detection of Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Analysis of P-Band Repeat-Pass SAR Tomography Under Changing Weather Conditions.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Accurate Registration of Multitemporal UAV Images Based on Detection of Major Changes.
Proceedings of the 21st International Conference on Information Fusion, 2018

Bottle Detection in the Wild Using Low-Altitude Unmanned Aerial Vehicles.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding.
IEEE Trans. Geosci. Remote. Sens., 2017

Polarimetric SAR Despeckling by Integrating Stochastic Sampling and Contextual Patch Dissimilarity Exploration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Change Detection Using High Resolution Remote Sensing Images Based on Active Learning and Markov Random Fields.
Remote. Sens., 2017

Extraction of build-up area from SAR images using unsupervised ensemble learning.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Accurate extraction of cracks on the underside of concrete bridges.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A UAV-based crack inspection system for concrete bridge monitoring.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Stable feature point extraction for accurate multi-temporal SAR image registration.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Accurate object matching for UAV imagery using multi-scale best-buddies similarity.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Region-Based Change Detection for Polarimetric SAR Images Using Wishart Mixture Models.
IEEE Trans. Geosci. Remote. Sens., 2016

Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model.
IEEE Trans. Geosci. Remote. Sens., 2016

Power Transmission Tower Series Extraction in PolSAR Image Based on Time-Frequency Analysis and A-Contrario Theory.
Sensors, 2016

A Color-Texture-Structure Descriptor for High-Resolution Satellite Image Classification.
Remote. Sens., 2016

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

Riemannian sparse coding for classification of PolSAR images.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Fusion of intensity/coherent information using region covariance features for unsupervised classification of SAR imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Polarimetric SAR speckle filtering based on stochastic sampling.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Automatic extraction of linear arranged targets from polarimetric SAR imagery.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Learning High-level Features for Satellite Image Classification With Limited Labeled Samples.
IEEE Trans. Geosci. Remote. Sens., 2015

IF estimation of FM signals based on time-frequency image.
IEEE Trans. Aerosp. Electron. Syst., 2015

Automatic Ship Detection in SAR Images Using Multi-Scale Heterogeneities and an A Contrario Decision.
Remote. Sens., 2015

Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model.
CoRR, 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

Superpixel-based change detection in high resolution sar images using region covariance features.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Dissimilarity measurements for processing and analyzing PolSAR data: A survey.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A novel polarimetric-texture-structure descriptor for high-resolution PolSAR image 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

Semi-supervised feature learning for remote sensing image classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

SAR image segmentation via non-local active contours.
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

Saliency detection based on distance between patches in polarimetric SAR images.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Hierarchical segmentation of polarimetric SAR image via Non-Parametric Graph Entropy.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Texture Analysis with Shape Co-occurrence Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Tile-Level Annotation of Satellite Images Using Multi-Level Max-Margin Discriminative Random Field.
Remote. Sens., 2013

Unsupervised Satellite Image Classification Using Markov Field Topic Model.
IEEE Geosci. Remote. Sens. Lett., 2013

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

Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
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

A Hierarchical Scheme of Multiple Feature Fusion for High-Resolution Satellite Scene Categorization.
Proceedings of the Computer Vision Systems - 9th International Conference, 2013

2012
SAR-Based Terrain Classification Using Weakly Supervised Hierarchical Markov Aspect Models.
IEEE Trans. Image Process., 2012

Laplacian Eigenmaps-Based Polarimetric Dimensionality Reduction for SAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2012

Car detection from high-resolution aerial imagery using multiple features.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Unsupervised Classification of PolInSAR Data Based on Shannon Entropy Characterization With Iterative Optimization.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011

Multilevel Local Pattern Histogram for SAR Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2011

Satellite Image Classification via Two-Layer Sparse Coding With Biased Image Representation.
IEEE Geosci. Remote. Sens. Lett., 2011

Evaluation of local features for scene classification using VHR satellite images.
Proceedings of the Joint Urban Remote Sensing Event, 2011

Polsar scene classification based on fast approximate neareast neighbours search.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Crevasse Detection in Antarctica Using ASTER Images.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

2010
Polarimetric SAR Image Classification Using Multifeatures Combination and Extremely Randomized Clustering Forests.
EURASIP J. Adv. Signal Process., 2010

Polarimetric SAR Image Object Segmentation via Level Set with Stationary Global Minimum.
EURASIP J. Adv. Signal Process., 2010

Semantic segmentation of Polarimetric SAR imagery using Conditional Random Fields.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Three-layer Spatial Sparse Coding for Image Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Active Contours with Thresholding Value for Image Segmentation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Fast semantic scene segmentation with conditional random field.
Proceedings of the International Conference on Image Processing, 2010

Topographic gray level multiscale analysis and its application to histogram modification.
Proceedings of the International Conference on Image Processing, 2010

Active Contours with Fitting Term Driven by Region and Edge Information.
Proceedings of the International Conference on Image Processing, 2010

2006
Classification of Polarimetric SAR Data Based on Multidimensional Watershed Clustering.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Registration of high resolution SAR and optical images based on multiple features.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Extended multi-level logistic Model and SAR image segmentation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005


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