Yongjun Zhang

Orcid: 0000-0001-9845-4251

Affiliations:
  • Wuhan University, School of Remote Sensing and Information Engineering, China (PhD 2002)


According to our database1, Yongjun Zhang authored at least 142 papers between 2004 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Learning to Holistically Detect Bridges From Large-Size VHR Remote Sensing Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

MMKDGAT: Multi-modal Knowledge graph-aware Deep Graph Attention Network for remote sensing image recommendation.
Expert Syst. Appl., January, 2024

Augmented Maximum Correntropy Criterion for Robust Geometric Perception.
IEEE Trans. Robotics, 2024

Progressive Learning With Cross-Window Consistency for Semi-Supervised Semantic Segmentation.
IEEE Trans. Image Process., 2024

Scene Adaptive Building Individual Segmentation Based on Large-Scale Airborne LiDAR Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024

CAMP: A Cross-View Geo-Localization Method Using Contrastive Attributes Mining and Position-Aware Partitioning.
IEEE Trans. Geosci. Remote. Sens., 2024

Scene Graph-Aware Hierarchical Fusion Network for Remote Sensing Image Retrieval With Text Feedback.
IEEE Trans. Geosci. Remote. Sens., 2024

SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding.
CoRR, 2024

Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach.
CoRR, 2024

Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation.
CoRR, 2024

AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation.
CoRR, 2024

AllSpark: a multimodal spatiotemporal general model.
CoRR, 2024

Robust registration of multi-modal remote sensing images based on multi-dimensional oriented self-similarity features.
Int. J. Appl. Earth Obs. Geoinformation, 2024

UMeshSegNet: Semantic Segmentation of 3D Mesh Generated from UAV Photogrammetry <sup>*</sup>.
Proceedings of the 18th IEEE International Conference on Control & Automation, 2024

SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
To see further: Knowledge graph-aware deep graph convolutional network for recommender systems.
Inf. Sci., November, 2023

Robust surface crack detection with structure line guidance.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023

QGORE: Quadratic-Time Guaranteed Outlier Removal for Point Cloud Registration.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

HS<sup>2</sup>P: Hierarchical spectral and structure-preserving fusion network for multimodal remote sensing image cloud and shadow removal.
Inf. Fusion, June, 2023

LiDAR localization at 100 FPS: A map-aided and template descriptor-based global method.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023

Cost-efficient information extraction from massive remote sensing data: When weakly supervised deep learning meets remote sensing big data.
Int. J. Appl. Earth Obs. Geoinformation, June, 2023

Semantic-guided 3D building reconstruction from triangle meshes.
Int. J. Appl. Earth Obs. Geoinformation, May, 2023

MFVNet: a deep adaptive fusion network with multiple field-of-views for remote sensing image semantic segmentation.
Sci. China Inf. Sci., April, 2023

Multi-source knowledge graph reasoning for ocean oil spill detection from satellite SAR images.
Int. J. Appl. Earth Obs. Geoinformation, February, 2023

Hashing-Based Deep Metric Learning for the Classification of Hyperspectral and LiDAR Data.
IEEE Trans. Geosci. Remote. Sens., 2023

A Radiometric Block Adjustment Method for Unmanned Aerial Vehicle Images Considering the Image Vignetting.
IEEE Trans. Geosci. Remote. Sens., 2023

SPGAN-DA: Semantic-Preserved Generative Adversarial Network for Domain Adaptive Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Semantic-Aware Attack and Defense on Deep Hashing Networks for Remote-Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023

Joint Learning of Semantic Segmentation and Height Estimation for Remote Sensing Image Leveraging Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens., 2023

Semi-supervised Deep Learning via Transformation Consistency Regularization for Remote Sensing Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

PointBoost: LiDAR-Enhanced Semantic Segmentation of Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Edge-Preserving Stereo Matching Using LiDAR Points and Image Line Features.
IEEE Geosci. Remote. Sens. Lett., 2023

CloudViT: A Lightweight Vision Transformer Network for Remote Sensing Cloud Detection.
IEEE Geosci. Remote. Sens. Lett., 2023

LiDAR-Based Place Recognition For Autonomous Driving: A Survey.
CoRR, 2023

RIFT2: Speeding-up RIFT with A New Rotation-Invariance Technique.
CoRR, 2023

M2-CDNet: A Multi-Scale and Multi-Level Network for Remote Sensing Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A New Multi-Level Attention Feature Fusion Method for Hyperspectral and Lidar Data Joint Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Semantic Information-Aided Geometric Correction of High Resolution Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
CoFSM.
Dataset, March, 2022

DACHA: A Dual Graph Convolution Based Temporal Knowledge Graph Representation Learning Method Using Historical Relation.
ACM Trans. Knowl. Discov. Data, 2022

Multi-Modal Remote Sensing Image Matching Considering Co-Occurrence Filter.
IEEE Trans. Image Process., 2022

Asymmetric Hash Code Learning for Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2022

An Automatic Radiometric Cross-Calibration Method for Wide-Angle Medium-Resolution Multispectral Satellite Sensor Using Landsat Data.
IEEE Trans. Geosci. Remote. Sens., 2022

LNIFT: Locally Normalized Image for Rotation Invariant Multimodal Feature Matching.
IEEE Trans. Geosci. Remote. Sens., 2022

Few-Shot Scene Classification of Optical Remote Sensing Images Leveraging Calibrated Pretext Tasks.
IEEE Trans. Geosci. Remote. Sens., 2022

Combining deep learning and ontology reasoning for remote sensing image semantic segmentation.
Knowl. Based Syst., 2022

KLGCN: Knowledge graph-aware Light Graph Convolutional Network for recommender systems.
Expert Syst. Appl., 2022

ElegantSeg: End-to-End Holistic Learning for Extra-Large Image Semantic Segmentation.
CoRR, 2022

LiDAR-guided Stereo Matching with a Spatial Consistency Constraint.
CoRR, 2022

RLPath: a knowledge graph link prediction method using reinforcement learning based attentive relation path searching and representation learning.
Appl. Intell., 2022

WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation, 2022

A Cascaded Cross-Modal Network for Semantic Segmentation from High-Resolution Aerial Imagery and RAW Lidar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Discriminative Feature Extraction and Fusion for Classification of Hyperspectral and Lidar Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

SCTRANS: A TRANSFORMER NETWORK BASED ON THE SPATIAL AND CHANNEL ATTENTION FOR CLOUD DETECTION.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

ELSR: Efficient Line Segment Reconstruction with Planes and Points Guidance.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
SemiCDNet: A Semisupervised Convolutional Neural Network for Change Detection in High Resolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Learning Deep Cross-Modal Embedding Networks for Zero-Shot Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

Simultaneous Cloud Detection and Removal From Bitemporal Remote Sensing Images Using Cascade Convolutional Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2021

Error-Tolerant Deep Learning for Remote Sensing Image Scene Classification.
IEEE Trans. Cybern., 2021

Robust 3-D Plane Segmentation From Airborne Point Clouds Based on Quasi-A-Contrario Theory.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Learnable Joint Spatial and Spectral Transformation for High Resolution Remote Sensing Image Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Unsupervised Building Instance Segmentation of Airborne LiDAR Point Clouds for Parallel Reconstruction Analysis.
Remote. Sens., 2021

AG3line: Active grouping and geometry-gradient combined validation for fast line segment extraction.
Pattern Recognit., 2021

Robust line segment matching via reweighted random walks on the homography graph.
Pattern Recognit., 2021

A high-speed feature matching method of high-resolution aerial images.
J. Real Time Image Process., 2021

Image retrieval from remote sensing big data: A survey.
Inf. Fusion, 2021

RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining.
CoRR, 2021

Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting.
CoRR, 2021

Sparse anchoring guided high-resolution capsule network for geospatial object detection from remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021

SCDNET: A novel convolutional network for semantic change detection in high resolution optical remote sensing imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Rotation Consistency-Preserved Generative Adversarial Networks for Cross-Domain Aerial Image Semantic Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Representation Learning of Remote Sensing Knowledge Graph for Zero-Shot Remote Sensing Image Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Band-Independent Encoder-Decoder Network for Pan-Sharpening of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2020

Matching Confidence Constrained Bundle Adjustment for Multi-View High-Resolution Satellite Images.
Remote. Sens., 2020

Multi-Label Remote Sensing Image Scene Classification by Combining a Convolutional Neural Network and a Graph Neural Network.
Remote. Sens., 2020

Gated Convolutional Networks for Cloud Removal From Bi-Temporal Remote Sensing Images.
Remote. Sens., 2020

Registration of Multimodal Remote Sensing Images Using Transfer Optimization.
IEEE Geosci. Remote. Sens. Lett., 2020

Multimodal image registration using histogram of oriented gradient distance and data-driven grey wolf optimizer.
Neurocomputing, 2020

Collaboratively boosting data-driven deep learning and knowledge-guided ontological reasoning for semantic segmentation of remote sensing imagery.
CoRR, 2020

A Target Tracking and Positioning Framework for Video Satellites Based on SLAM.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Unsupervised Style Transfer via Dualgan for Cross-Domain Aerial Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A CNN-GCN Framework for Multi-Label Aerial Image Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Networks Under Block-Level Supervision for Pixel-Level Cloud Detection in Multi-Spectral Satellite Imagery.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

DEM Extraction from Airborne Lidar Point Cloud in Thick-Forested Areas via Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Small Object Detection Leveraging on Simultaneous Super-resolution.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Coarse-to-Fine Framework for Cloud Removal in Remote Sensing Image Sequence.
IEEE Trans. Geosci. Remote. Sens., 2019

Pan-Sharpening Using an Efficient Bidirectional Pyramid Network.
IEEE Trans. Geosci. Remote. Sens., 2019

A Lightweight and Discriminative Model for Remote Sensing Scene Classification With Multidilation Pooling Module.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++.
Remote. Sens., 2019

TopoLAP: Topology Recovery for Building Reconstruction by Deducing the Relationships between Linear and Planar Primitives.
Remote. Sens., 2019

Building Instance Change Detection from Large-Scale Aerial Images using Convolutional Neural Networks and Simulated Samples.
Remote. Sens., 2019

Automatic and Unsupervised Water Body Extraction Based on Spectral-Spatial Features Using GF-1 Satellite Imagery.
IEEE Geosci. Remote. Sens. Lett., 2019

A Mixture Likelihood Model of the Anisotropic Gaussian and Uniform Distributions for Accurate Oblique Image Point Matching.
IEEE Geosci. Remote. Sens. Lett., 2019

An optimizer ensemble algorithm and its application to image registration.
Integr. Comput. Aided Eng., 2019

Learning Deep Networks under Noisy Labels for Remote Sensing Image Scene Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Rigorous on-orbit Geometric Calibration Method for High-Resolution Optical Sensor of Chinese Mapping Satellite.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2018

Learning Source-Invariant Deep Hashing Convolutional Neural Networks for Cross-Source Remote Sensing Image Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2018

Salient Object Detection via Recursive Sparse Representation.
Remote. Sens., 2018

Robust infrared small target detection using local steering kernel reconstruction.
Pattern Recognit., 2018

Fine Registration for VHR Images Based on Superpixel Registration-Noise Estimation.
IEEE Geosci. Remote. Sens. Lett., 2018

Object-Based Change Detection for VHR Images Based on Multiscale Uncertainty Analysis.
IEEE Geosci. Remote. Sens. Lett., 2018

Two-Pass Robust Component Analysis for Cloud Removal in Satellite Image Sequence.
IEEE Geosci. Remote. Sens. Lett., 2018

Adaptive Image Mismatch Removal With Vector Field Interpolation Based on Improved Regularization and Gaussian Kernel Function.
IEEE Access, 2018

A Novel Fine Registration Technique for Very High Resolution Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A New Registration Algorithm for Multimodal Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Salient Object Detection Via Double Sparse Representations Under Visual Attention Guidance.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

High-Frequency Jitter Detection by Registration Error Curve of High-Resolution Multi-Spectral Satellite Image.
Proceedings of the 26th International Conference on Geoinformatics, 2018

2017
A Mixed Radiometric Normalization Method for Mosaicking of High-Resolution Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2017

A Simple and Efficient Method for Radial Distortion Estimation by Relative Orientation.
IEEE Trans. Geosci. Remote. Sens., 2017

Direct Digital Surface Model Generation by Semi-Global Vertical Line Locus Matching.
Remote. Sens., 2017

A Two-Step Semiglobal Filtering Approach to Extract DTM From Middle Resolution DSM.
IEEE Geosci. Remote. Sens. Lett., 2017

Automatic Reference Image Selection for Color Balancing in Remote Sensing Imagery Mosaic.
IEEE Geosci. Remote. Sens. Lett., 2017

3D building roof reconstruction from airborne LiDAR point clouds: a framework based on a spatial database.
Int. J. Geogr. Inf. Sci., 2017

2016
3D model reconstruction with common hand-held cameras.
Virtual Real., 2016

DEM-Assisted RFM Block Adjustment of Pushbroom Nadir Viewing HRS Imagery.
IEEE Trans. Geosci. Remote. Sens., 2016

Cloud Extraction from Chinese High Resolution Satellite Imagery by Probabilistic Latent Semantic Analysis and Object-Based Machine Learning.
Remote. Sens., 2016

An Image Matching Algorithm Integrating Global SRTM and Image Segmentation for Multi-Source Satellite Imagery.
Remote. Sens., 2016

Content-Based High-Resolution Remote Sensing Image Retrieval via Unsupervised Feature Learning and Collaborative Affinity Metric Fusion.
Remote. Sens., 2016

DEM-Aided Bundle Adjustment With Multisource Satellite Imagery: ZY-3 and GF-1 in Large Areas.
IEEE Geosci. Remote. Sens. Lett., 2016

A novel spatio-temporal saliency approach for robust dim moving target detection from airborne infrared image sequences.
Inf. Sci., 2016

Bundle block adjustment of large-scale remote sensing data with Block-based Sparse Matrix Compression combined with Preconditioned Conjugate Gradient.
Comput. Geosci., 2016

A combined image matching method for Chinese optical satellite imagery.
Int. J. Digit. Earth, 2016

2015
Self-Calibration Adjustment of CBERS-02B Long-Strip Imagery.
IEEE Trans. Geosci. Remote. Sens., 2015

LiDAR Strip Adjustment Using Multifeatures Matched With Aerial Images.
IEEE Trans. Geosci. Remote. Sens., 2015

Optimized 3D Street Scene Reconstruction from Driving Recorder Images.
Remote. Sens., 2015

Multistrip Bundle Block Adjustment of ZY-3 Satellite Imagery by Rigorous Sensor Model Without Ground Control Point.
IEEE Geosci. Remote. Sens. Lett., 2015

An Improved Method for Transforming GPS/INS Attitude to National Map Projection Frame.
IEEE Geosci. Remote. Sens. Lett., 2015

2014
On-Orbit Geometric Calibration of ZY-3 Three-Line Array Imagery With Multistrip Data Sets.
IEEE Trans. Geosci. Remote. Sens., 2014

Road Centerline Extraction in Complex Urban Scenes From LiDAR Data Based on Multiple Features.
IEEE Trans. Geosci. Remote. Sens., 2014

Bundle Block Adjustment of Airborne Three-Line Array Imagery Based on Rotation Angles.
Sensors, 2014

Quantitative Analysis on Geometric Size of LiDAR Footprint.
IEEE Geosci. Remote. Sens. Lett., 2014

Camera Pose Determination and 3-D Measurement From Monocular Oblique Images With Horizontal Right Angle Constraints.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Approximate Correction of Length Distortion for Direct Georeferencing in Map Projection Frame.
IEEE Geosci. Remote. Sens. Lett., 2013

Fast Filtering of LiDAR Point Cloud in Urban Areas Based on Scan Line Segmentation and GPU Acceleration.
IEEE Geosci. Remote. Sens. Lett., 2013

Precise calibration of a rotation photogrammetric system.
Geo spatial Inf. Sci., 2013

2012
A New Approach on Optimization of the Rational Function Model of High-Resolution Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2012

2006
Automatic measurement of industrial sheetmetal parts with CAD data and non-metric image sequence.
Comput. Vis. Image Underst., 2006

2005
Automatic Inspection of Industrial Sheetmetal Parts with Single Non-metric CCD Camera.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
Deformation visual inspection of industrial parts with image sequence.
Mach. Vis. Appl., 2004


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